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Rating Engines software directory for P&C insurance buyers

Rating engines encode actuarial intent, market strategy, and regulatory constraints. Buyers care about governance of rate/rule changes, speed of deployment, bureau alignment, and defensible experimentation—not raw algorithm novelty.

How buyers think about rating engines

Rating engines encode actuarial intent, market strategy, and regulatory constraints. Buyers care about governance of rate/rule changes, speed of deployment, bureau alignment, and defensible experimentation—not raw algorithm novelty.

Governance and auditability

Who can publish a rate change, how are peer reviews recorded, and how are rollbacks proven? Filing alignment and actuarial sign-off must be first-class—not spreadsheet theater.

Deployment topology

Cloud vs on-prem, edge vs central, batch vs real-time API: choices affect latency for portals and embedded partners. Be explicit about peak loads and burst behavior.

Referral and complexity routing

Not every risk should auto-rate. Referral design, appetite rules, and underwriter handoff must be modeled before vendors demo happy-path personal auto.

Integration with PAS and filings

Effective dates, parallel filings, and shadow rating during migrations are where programs stall. Map the handoff to compliance tools early.

AI & automation

AI and advanced analytics in pricing and selection

Modern rating stacks blend traditional actuarial models with ML overlays for segmentation, telematics, and submission intelligence. Regulators and civil rights counsel increasingly scrutinize proxy discrimination, explainability, and adverse selection when models touch protected classes or geography.

High-value use cases

  • Telematics and usage-based scoring with transparent feature contributions where required.
  • Submission triage signals feeding referral—not auto-decline—unless legally vetted.
  • Fraud and moral hazard signals from third-party enrichment with consent and retention controls.
  • GLM or GBM augmentation with documented monotonicity constraints and stability tests.
  • Synthetic data for scenario testing without exposing production policyholder records.

Governance & risk

  • Fair lending and unfair discrimination reviews for any geography- or demographic-correlated features.
  • Model risk management tiering aligned to NAIC-style expectations where applicable.
  • Challenger model governance: exposure caps, automatic kill switches, and drift monitoring SLAs.
  • Documented override rates and underwriter feedback capture for audit.
  • Version pinning for external model APIs; contract terms when providers retrain globally.

Vendor diligence prompts

  1. Provide a redacted model card for a production score including validation window, population, and limitations.
  2. How are correlated proxies detected and removed before go-live?
  3. What happens to quotes in flight when a model version is rolled back mid-day?
  4. Demonstrate explainability outputs tied to a specific bound policy—not canned screenshots.
  5. List all third-party model providers, data residency, and whether customer data trains global models.

Cross-category AI reads

Practitioner intelligence on models, automation boundaries, and integration—not a substitute for model risk management or legal review of third-party AI subprocessors.

Shortlist & RFP evaluation criteria

  • Rules language expressiveness vs maintainability; guardrails for complexity debt.
  • Simulation and back-testing at portfolio scale with reproducible seeds.
  • API contracts, idempotency, and error taxonomy for partner channels.
  • Observability: per-state, per-LOB metrics for rating failures and timeouts.
  • Security of proprietary algorithms and customer data in multi-tenant SaaS.
  • Upgrade cadence when bureau vendors ship late tables.
  • Actuarial workflow: peer review, segregation of duties, and immutable publish logs.
  • Commercial model: capacity-based pricing vs flat subscription for high-volume books.

Integrations & data contracts

  • PAS calls, portal calls, and partner API fan-out; caching strategy and stale-rate risk.
  • Telemetry ingestion (telematics, IoT) latency and consent capture.
  • Feature store or attribute pipeline ownership between carrier and vendor.
  • Export to data warehouse for experience studies without double-counting.

Rating changes are frequent; weak DevOps for insurance releases creates filing risk. Score vendors on release engineering as heavily as on algorithm marketing.

Compare vendors (add up to four from this shortlist) · RFP hub

71 listings

Vendor shortlist

Compare criteria on profiles, then run a side-by-side comparison when you have two or more finalists.

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Rating Engines

Earnix

Featured / Data verified
SpecialtyCommercialPersonal

Product, actuarial, and IT pricing teams Procurement should map professional services caps and hypercare windows up front. · Cloud services and deployable rule stacks Expect a mix of vendor‑operated cloud and customer‑managed connectivity for edge cases.

Earnix is cataloged under Rating Engines on CoverHolder.io. Rating, rules, forms, and pricing engines for commercial and specialty lines. Practitioner diligence should stress latency and resilience under renewal and catastrophe peaks. Primary public information is published at earnix.com. CoverHolder does not endorse vendors; capability signals below are seeded for comparison workflows and require founder or licensed research before contractual reliance.

Top signals

  • Cloud-native deploymentNative
  • API-first integrationNative
  • Commercial lines depthPartial
  • Bureau, loss cost, and filing alignmentUnsupported
  • Rules testing and deployment pipelineUnsupported
PricingRulesActuarialRating Engines
See profile & criteria

Rating Engines

Akur8

Verified
CommercialPersonalSpecialty

Product, actuarial, and IT pricing teams Procurement should map professional services caps and hypercare windows up front. · Cloud services and deployable rule stacks Expect a mix of vendor‑operated cloud and customer‑managed connectivity for edge cases.

Akur8 is cataloged under Rating Engines on CoverHolder.io. Rating, rules, forms, and pricing engines for commercial and specialty lines. Practitioner diligence should stress integration contracts with downstream finance and claims. Primary public information is published at akur8.com. CoverHolder does not endorse vendors; capability signals below are seeded for comparison workflows and require founder or licensed research before contractual reliance.

Top signals

  • Cloud-native deploymentNative
  • API-first integrationPartial
  • Commercial lines depthPartial
  • Bureau, loss cost, and filing alignmentNative
  • Rules testing and deployment pipelineNative
PricingRulesActuarialRating Engines
See profile & criteria

Rating Engines

WTW Radar Live

Verified
PersonalSpecialty

Product, actuarial, and IT pricing teams Teams often validate fit against a narrow LOB pilot before portfolio rollout. · Cloud services and deployable rule stacks Cloud SaaS is typical; dedicated or private options vary by contract.

WTW Radar Live is cataloged under Rating Engines on CoverHolder.io. Rating, rules, forms, and pricing engines for commercial and specialty lines. Practitioner diligence should stress data residency and subprocessors in regulated jurisdictions. Primary public information is published at wtwco.com. CoverHolder does not endorse vendors; capability signals below are seeded for comparison workflows and require founder or licensed research before contractual reliance.

Top signals

  • Cloud-native deploymentNative
  • API-first integrationNative
  • Commercial lines depthUnsupported
  • Bureau, loss cost, and filing alignmentNative
  • Rules testing and deployment pipelineNative
PricingRulesActuarialRating Engines
See profile & criteria

Rating Engines

Apache Spark

Basic
SpecialtyCommercial

Product, actuarial, and IT pricing teams Buyers compare reference depth in your state mix versus generic national claims. · Cloud services and deployable rule stacks Delivery is commonly managed cloud; on‑prem or VPC options appear in larger programs.

Apache Spark is cataloged under Rating Engines on CoverHolder.io. Rating, rules, forms, and pricing engines for commercial and specialty lines. Practitioner diligence should stress multi-environment promotion discipline. Primary public information is published at spark.apache.org. CoverHolder does not endorse vendors; capability signals below are seeded for comparison workflows and require founder or licensed research before contractual reliance.

Top signals

  • Cloud-native deploymentNative
  • API-first integrationPartial
  • Commercial lines depthUnsupported
  • Bureau, loss cost, and filing alignmentNative
  • Rules testing and deployment pipelinePartial
PricingRulesActuarialRating Engines
See profile & criteria

Rating Engines

Arity

Basic
CommercialPersonal

Product, actuarial, and IT pricing teams Teams often validate fit against a narrow LOB pilot before portfolio rollout. · Cloud services and deployable rule stacks Cloud SaaS is typical; dedicated or private options vary by contract.

Arity is cataloged under Rating Engines on CoverHolder.io. Rating, rules, forms, and pricing engines for commercial and specialty lines. Practitioner diligence should stress evidence packs for internal audit and market conduct. Primary public information is published at arity.com. CoverHolder does not endorse vendors; capability signals below are seeded for comparison workflows and require founder or licensed research before contractual reliance.

Top signals

  • Cloud-native deploymentNative
  • API-first integrationNative
  • Commercial lines depthNative
  • Bureau, loss cost, and filing alignmentNative
  • Rules testing and deployment pipelinePartial
PricingRulesActuarialRating Engines
See profile & criteria

Rating Engines

AXIS by Moody's Analytics

Basic
SpecialtyCommercial

Product, actuarial, and IT pricing teams Buyers compare reference depth in your state mix versus generic national claims. · Cloud services and deployable rule stacks Delivery is commonly managed cloud; on‑prem or VPC options appear in larger programs.

AXIS by Moody's Analytics is cataloged under Rating Engines on CoverHolder.io. Rating, rules, forms, and pricing engines for commercial and specialty lines. Practitioner diligence should stress data residency and subprocessors in regulated jurisdictions. Primary public information is published at moodys.com. CoverHolder does not endorse vendors; capability signals below are seeded for comparison workflows and require founder or licensed research before contractual reliance.

Top signals

  • Cloud-native deploymentNative
  • API-first integrationNative
  • Commercial lines depthUnsupported
  • Bureau, loss cost, and filing alignmentNative
  • Rules testing and deployment pipelineNative
PricingRulesActuarialRating EnginesAnalytics
See profile & criteria

Rating Engines

Betterview Property Intelligence

Basic
CommercialPersonalSpecialty

Product, actuarial, and IT pricing teams Procurement should map professional services caps and hypercare windows up front. · Cloud services and deployable rule stacks Expect a mix of vendor‑operated cloud and customer‑managed connectivity for edge cases.

Betterview Property Intelligence is cataloged under Rating Engines on CoverHolder.io. Rating, rules, forms, and pricing engines for commercial and specialty lines. Practitioner diligence should stress integration contracts with downstream finance and claims. Primary public information is published at betterview.com. CoverHolder does not endorse vendors; capability signals below are seeded for comparison workflows and require founder or licensed research before contractual reliance.

Top signals

  • Cloud-native deploymentPartial
  • API-first integrationPartial
  • Commercial lines depthUnsupported
  • Bureau, loss cost, and filing alignmentNative
  • Rules testing and deployment pipelineUnsupported
PricingRulesActuarialRating EnginesRating & pricing
See profile & criteria

Rating Engines

Bolt Solutions

Basic
PersonalSpecialty

Product, actuarial, and IT pricing teams Buyers compare reference depth in your state mix versus generic national claims. · Cloud services and deployable rule stacks Delivery is commonly managed cloud; on‑prem or VPC options appear in larger programs.

Bolt Solutions is cataloged under Rating Engines on CoverHolder.io. Rating, rules, forms, and pricing engines for commercial and specialty lines. Practitioner diligence should stress multi-environment promotion discipline. Primary public information is published at boltinsurance.com. CoverHolder does not endorse vendors; capability signals below are seeded for comparison workflows and require founder or licensed research before contractual reliance.

Top signals

  • Cloud-native deploymentUnsupported
  • API-first integrationNative
  • Commercial lines depthNative
  • Bureau, loss cost, and filing alignmentPartial
  • Rules testing and deployment pipelineUnsupported
PricingRulesActuarialRating EnginesRating & pricing
See profile & criteria

Rating Engines

Cambridge Mobile Telematics

Basic
SpecialtyCommercial

Product, actuarial, and IT pricing teams Buyers compare reference depth in your state mix versus generic national claims. · Cloud services and deployable rule stacks Delivery is commonly managed cloud; on‑prem or VPC options appear in larger programs.

Cambridge Mobile Telematics is cataloged under Rating Engines on CoverHolder.io. Rating, rules, forms, and pricing engines for commercial and specialty lines. Practitioner diligence should stress data residency and subprocessors in regulated jurisdictions. Primary public information is published at cmtelematics.com. CoverHolder does not endorse vendors; capability signals below are seeded for comparison workflows and require founder or licensed research before contractual reliance.

Top signals

  • Cloud-native deploymentUnsupported
  • API-first integrationUnsupported
  • Commercial lines depthUnsupported
  • Bureau, loss cost, and filing alignmentNative
  • Rules testing and deployment pipelinePartial
PricingRulesActuarialRating EnginesAnalytics
See profile & criteria

Rating Engines

Camunda DMN

Basic
PersonalSpecialtyCommercial

Product, actuarial, and IT pricing teams Shortlists usually include security review, disaster recovery drills, and exit data rights. · Cloud services and deployable rule stacks Most deployments are SaaS with defined upgrade windows and customer test sandboxes.

Camunda DMN is cataloged under Rating Engines on CoverHolder.io. Rating, rules, forms, and pricing engines for commercial and specialty lines. Practitioner diligence should stress segregation of duties across business and IT change paths. Primary public information is published at camunda.com. CoverHolder does not endorse vendors; capability signals below are seeded for comparison workflows and require founder or licensed research before contractual reliance.

Top signals

  • Cloud-native deploymentNative
  • API-first integrationUnsupported
  • Commercial lines depthNative
  • Bureau, loss cost, and filing alignmentPartial
  • Rules testing and deployment pipelineNative
PricingRulesActuarialRating Engines
See profile & criteria

Rating Engines

Cape Analytics Property

Basic
SpecialtyCommercial

Product, actuarial, and IT pricing teams Buyers compare reference depth in your state mix versus generic national claims. · Cloud services and deployable rule stacks Delivery is commonly managed cloud; on‑prem or VPC options appear in larger programs.

Cape Analytics Property is cataloged under Rating Engines on CoverHolder.io. Rating, rules, forms, and pricing engines for commercial and specialty lines. Practitioner diligence should stress data residency and subprocessors in regulated jurisdictions. Primary public information is published at capeanalytics.com. CoverHolder does not endorse vendors; capability signals below are seeded for comparison workflows and require founder or licensed research before contractual reliance.

Top signals

  • Cloud-native deploymentPartial
  • API-first integrationPartial
  • Commercial lines depthUnsupported
  • Bureau, loss cost, and filing alignmentNative
  • Rules testing and deployment pipelineNative
PricingRulesActuarialRating EnginesAnalyticsRating & pricing
See profile & criteria

Rating Engines

CoreLogic RQE

Basic
PersonalSpecialty

Product, actuarial, and IT pricing teams Buyers compare reference depth in your state mix versus generic national claims. · Cloud services and deployable rule stacks Delivery is commonly managed cloud; on‑prem or VPC options appear in larger programs.

CoreLogic RQE is cataloged under Rating Engines on CoverHolder.io. Rating, rules, forms, and pricing engines for commercial and specialty lines. Practitioner diligence should stress evidence packs for internal audit and market conduct. Primary public information is published at corelogic.com. CoverHolder does not endorse vendors; capability signals below are seeded for comparison workflows and require founder or licensed research before contractual reliance.

Top signals

  • Cloud-native deploymentNative
  • API-first integrationNative
  • Commercial lines depthUnsupported
  • Bureau, loss cost, and filing alignmentUnsupported
  • Rules testing and deployment pipelinePartial
PricingRulesActuarialRating EnginesPolicy adminRating & pricing
See profile & criteria

Rating Engines

CoverGo Rating

Basic
PersonalSpecialtyCommercial

Product, actuarial, and IT pricing teams Shortlists usually include security review, disaster recovery drills, and exit data rights. · Cloud services and deployable rule stacks Most deployments are SaaS with defined upgrade windows and customer test sandboxes.

CoverGo Rating is cataloged under Rating Engines on CoverHolder.io. Rating, rules, forms, and pricing engines for commercial and specialty lines. Practitioner diligence should stress latency and resilience under renewal and catastrophe peaks. Primary public information is published at covergo.com. CoverHolder does not endorse vendors; capability signals below are seeded for comparison workflows and require founder or licensed research before contractual reliance.

Top signals

  • Cloud-native deploymentPartial
  • API-first integrationNative
  • Commercial lines depthPartial
  • Bureau, loss cost, and filing alignmentPartial
  • Rules testing and deployment pipelineNative
PricingRulesActuarialRating EnginesRating & pricing
See profile & criteria

Rating Engines

Databricks Lakehouse

Basic
SpecialtyCommercial

Product, actuarial, and IT pricing teams Buyers compare reference depth in your state mix versus generic national claims. · Cloud services and deployable rule stacks Delivery is commonly managed cloud; on‑prem or VPC options appear in larger programs.

Databricks Lakehouse is cataloged under Rating Engines on CoverHolder.io. Rating, rules, forms, and pricing engines for commercial and specialty lines. Practitioner diligence should stress data residency and subprocessors in regulated jurisdictions. Primary public information is published at databricks.com. CoverHolder does not endorse vendors; capability signals below are seeded for comparison workflows and require founder or licensed research before contractual reliance.

Top signals

  • Cloud-native deploymentNative
  • API-first integrationNative
  • Commercial lines depthNative
  • Bureau, loss cost, and filing alignmentNative
  • Rules testing and deployment pipelinePartial
PricingRulesActuarialRating EnginesAnalytics
See profile & criteria

Rating Engines

Dataiku

Basic
PersonalSpecialtyCommercial

Product, actuarial, and IT pricing teams Shortlists usually include security review, disaster recovery drills, and exit data rights. · Cloud services and deployable rule stacks Most deployments are SaaS with defined upgrade windows and customer test sandboxes.

Dataiku is cataloged under Rating Engines on CoverHolder.io. Rating, rules, forms, and pricing engines for commercial and specialty lines. Practitioner diligence should stress segregation of duties across business and IT change paths. Primary public information is published at dataiku.com. CoverHolder does not endorse vendors; capability signals below are seeded for comparison workflows and require founder or licensed research before contractual reliance.

Top signals

  • Cloud-native deploymentNative
  • API-first integrationUnsupported
  • Commercial lines depthNative
  • Bureau, loss cost, and filing alignmentNative
  • Rules testing and deployment pipelineNative
PricingRulesActuarialRating Engines
See profile & criteria

Rating Engines

DataRobot

Basic
CommercialPersonal

Product, actuarial, and IT pricing teams Buyers compare reference depth in your state mix versus generic national claims. · Cloud services and deployable rule stacks Delivery is commonly managed cloud; on‑prem or VPC options appear in larger programs.

DataRobot is cataloged under Rating Engines on CoverHolder.io. Rating, rules, forms, and pricing engines for commercial and specialty lines. Practitioner diligence should stress data residency and subprocessors in regulated jurisdictions. Primary public information is published at datarobot.com. CoverHolder does not endorse vendors; capability signals below are seeded for comparison workflows and require founder or licensed research before contractual reliance.

Top signals

  • Cloud-native deploymentUnsupported
  • API-first integrationUnsupported
  • Commercial lines depthUnsupported
  • Bureau, loss cost, and filing alignmentNative
  • Rules testing and deployment pipelinePartial
PricingRulesActuarialRating Engines
See profile & criteria

Rating Engines

Drools

Basic
CommercialPersonalSpecialty

Product, actuarial, and IT pricing teams Procurement should map professional services caps and hypercare windows up front. · Cloud services and deployable rule stacks Expect a mix of vendor‑operated cloud and customer‑managed connectivity for edge cases.

Drools is cataloged under Rating Engines on CoverHolder.io. Rating, rules, forms, and pricing engines for commercial and specialty lines. Practitioner diligence should stress integration contracts with downstream finance and claims. Primary public information is published at drools.org. CoverHolder does not endorse vendors; capability signals below are seeded for comparison workflows and require founder or licensed research before contractual reliance.

Top signals

  • Cloud-native deploymentNative
  • API-first integrationPartial
  • Commercial lines depthNative
  • Bureau, loss cost, and filing alignmentPartial
  • Rules testing and deployment pipelineNative
PricingRulesActuarialRating Engines
See profile & criteria

Rating Engines

Duck Creek Rating

Basic
CommercialPersonal

Product, actuarial, and IT pricing teams Buyers compare reference depth in your state mix versus generic national claims. · Cloud services and deployable rule stacks Delivery is commonly managed cloud; on‑prem or VPC options appear in larger programs.

Duck Creek Rating is cataloged under Rating Engines on CoverHolder.io. Rating, rules, forms, and pricing engines for commercial and specialty lines. Practitioner diligence should stress data residency and subprocessors in regulated jurisdictions. Primary public information is published at duckcreek.com. CoverHolder does not endorse vendors; capability signals below are seeded for comparison workflows and require founder or licensed research before contractual reliance.

Top signals

  • Cloud-native deploymentPartial
  • API-first integrationNative
  • Commercial lines depthPartial
  • Bureau, loss cost, and filing alignmentNative
  • Rules testing and deployment pipelineNative
PricingRulesActuarialRating EnginesRating & pricing
See profile & criteria

Rating Engines

Equifax Ignite

Basic
PersonalSpecialtyCommercial

Product, actuarial, and IT pricing teams Procurement should map professional services caps and hypercare windows up front. · Cloud services and deployable rule stacks Expect a mix of vendor‑operated cloud and customer‑managed connectivity for edge cases.

Equifax Ignite is cataloged under Rating Engines on CoverHolder.io. Rating, rules, forms, and pricing engines for commercial and specialty lines. Practitioner diligence should stress segregation of duties across business and IT change paths. Primary public information is published at equifax.com. CoverHolder does not endorse vendors; capability signals below are seeded for comparison workflows and require founder or licensed research before contractual reliance.

Top signals

  • Cloud-native deploymentNative
  • API-first integrationPartial
  • Commercial lines depthUnsupported
  • Bureau, loss cost, and filing alignmentPartial
  • Rules testing and deployment pipelineNative
PricingRulesActuarialRating Engines
See profile & criteria

Rating Engines

Experian PowerCurve

Basic
CommercialPersonal

Product, actuarial, and IT pricing teams Teams often validate fit against a narrow LOB pilot before portfolio rollout. · Cloud services and deployable rule stacks Cloud SaaS is typical; dedicated or private options vary by contract.

Experian PowerCurve is cataloged under Rating Engines on CoverHolder.io. Rating, rules, forms, and pricing engines for commercial and specialty lines. Practitioner diligence should stress data residency and subprocessors in regulated jurisdictions. Primary public information is published at experian.com. CoverHolder does not endorse vendors; capability signals below are seeded for comparison workflows and require founder or licensed research before contractual reliance.

Top signals

  • Cloud-native deploymentPartial
  • API-first integrationNative
  • Commercial lines depthPartial
  • Bureau, loss cost, and filing alignmentNative
  • Rules testing and deployment pipelinePartial
PricingRulesActuarialRating Engines
See profile & criteria

Rating Engines

Fathom Flood Scores

Basic
CommercialPersonal

Product, actuarial, and IT pricing teams Teams often validate fit against a narrow LOB pilot before portfolio rollout. · Cloud services and deployable rule stacks Cloud SaaS is typical; dedicated or private options vary by contract.

Fathom Flood Scores is cataloged under Rating Engines on CoverHolder.io. Rating, rules, forms, and pricing engines for commercial and specialty lines. Practitioner diligence should stress evidence packs for internal audit and market conduct. Primary public information is published at fathom.global. CoverHolder does not endorse vendors; capability signals below are seeded for comparison workflows and require founder or licensed research before contractual reliance.

Top signals

  • Cloud-native deploymentNative
  • API-first integrationNative
  • Commercial lines depthNative
  • Bureau, loss cost, and filing alignmentUnsupported
  • Rules testing and deployment pipelineUnsupported
PricingRulesActuarialRating EnginesCAT & exposurePolicy adminRating & pricing
See profile & criteria

Rating Engines

FICO Insurance Score

Basic
CommercialPersonalSpecialty

Product, actuarial, and IT pricing teams Procurement should map professional services caps and hypercare windows up front. · Cloud services and deployable rule stacks Expect a mix of vendor‑operated cloud and customer‑managed connectivity for edge cases.

FICO Insurance Score is cataloged under Rating Engines on CoverHolder.io. Rating, rules, forms, and pricing engines for commercial and specialty lines. Practitioner diligence should stress segregation of duties across business and IT change paths. Primary public information is published at fico.com. CoverHolder does not endorse vendors; capability signals below are seeded for comparison workflows and require founder or licensed research before contractual reliance.

Top signals

  • Cloud-native deploymentNative
  • API-first integrationNative
  • Commercial lines depthNative
  • Bureau, loss cost, and filing alignmentPartial
  • Rules testing and deployment pipelinePartial
PricingRulesActuarialRating EnginesPolicy admin
See profile & criteria

Rating Engines

FIS Prophet

Basic
CommercialPersonalSpecialty

Product, actuarial, and IT pricing teams Shortlists usually include security review, disaster recovery drills, and exit data rights. · Cloud services and deployable rule stacks Most deployments are SaaS with defined upgrade windows and customer test sandboxes.

FIS Prophet is cataloged under Rating Engines on CoverHolder.io. Rating, rules, forms, and pricing engines for commercial and specialty lines. Practitioner diligence should stress segregation of duties across business and IT change paths. Primary public information is published at fisglobal.com. CoverHolder does not endorse vendors; capability signals below are seeded for comparison workflows and require founder or licensed research before contractual reliance.

Top signals

  • Cloud-native deploymentNative
  • API-first integrationNative
  • Commercial lines depthNative
  • Bureau, loss cost, and filing alignmentNative
  • Rules testing and deployment pipelineNative
PricingRulesActuarialRating EnginesRating & pricing
See profile & criteria

Rating Engines

Guidewire Rating Management

Basic
PersonalSpecialtyCommercial

Product, actuarial, and IT pricing teams Shortlists usually include security review, disaster recovery drills, and exit data rights. · Cloud services and deployable rule stacks Most deployments are SaaS with defined upgrade windows and customer test sandboxes.

Guidewire Rating Management is cataloged under Rating Engines on CoverHolder.io. Rating, rules, forms, and pricing engines for commercial and specialty lines. Practitioner diligence should stress segregation of duties across business and IT change paths. Primary public information is published at guidewire.com. CoverHolder does not endorse vendors; capability signals below are seeded for comparison workflows and require founder or licensed research before contractual reliance.

Top signals

  • Cloud-native deploymentUnsupported
  • API-first integrationPartial
  • Commercial lines depthNative
  • Bureau, loss cost, and filing alignmentNative
  • Rules testing and deployment pipelineNative
PricingRulesActuarialRating EnginesRating & pricing
See profile & criteria

Rating Engines

H2O.ai

Basic
PersonalSpecialty

Product, actuarial, and IT pricing teams Buyers compare reference depth in your state mix versus generic national claims. · Cloud services and deployable rule stacks Delivery is commonly managed cloud; on‑prem or VPC options appear in larger programs.

H2O.ai is cataloged under Rating Engines on CoverHolder.io. Rating, rules, forms, and pricing engines for commercial and specialty lines. Practitioner diligence should stress evidence packs for internal audit and market conduct. Primary public information is published at h2o.ai. CoverHolder does not endorse vendors; capability signals below are seeded for comparison workflows and require founder or licensed research before contractual reliance.

Top signals

  • Cloud-native deploymentPartial
  • API-first integrationPartial
  • Commercial lines depthUnsupported
  • Bureau, loss cost, and filing alignmentNative
  • Rules testing and deployment pipelineUnsupported
PricingRulesActuarialRating Engines
See profile & criteria

Rating Engines

HERE Hazard Content

Basic
CommercialPersonalSpecialty

Product, actuarial, and IT pricing teams Procurement should map professional services caps and hypercare windows up front. · Cloud services and deployable rule stacks Expect a mix of vendor‑operated cloud and customer‑managed connectivity for edge cases.

HERE Hazard Content is cataloged under Rating Engines on CoverHolder.io. Rating, rules, forms, and pricing engines for commercial and specialty lines. Practitioner diligence should stress latency and resilience under renewal and catastrophe peaks. Primary public information is published at here.com. CoverHolder does not endorse vendors; capability signals below are seeded for comparison workflows and require founder or licensed research before contractual reliance.

Top signals

  • Cloud-native deploymentNative
  • API-first integrationNative
  • Commercial lines depthNative
  • Bureau, loss cost, and filing alignmentNative
  • Rules testing and deployment pipelineNative
PricingRulesActuarialRating EnginesCAT & exposureRating & pricing
See profile & criteria

Rating Engines

hyperexponential

Basic
PersonalSpecialtyCommercial

Product, actuarial, and IT pricing teams Procurement should map professional services caps and hypercare windows up front. · Cloud services and deployable rule stacks Expect a mix of vendor‑operated cloud and customer‑managed connectivity for edge cases.

hyperexponential is cataloged under Rating Engines on CoverHolder.io. Rating, rules, forms, and pricing engines for commercial and specialty lines. Practitioner diligence should stress segregation of duties across business and IT change paths. Primary public information is published at hyperexponential.com. CoverHolder does not endorse vendors; capability signals below are seeded for comparison workflows and require founder or licensed research before contractual reliance.

Top signals

  • Cloud-native deploymentUnsupported
  • API-first integrationUnsupported
  • Commercial lines depthNative
  • Bureau, loss cost, and filing alignmentPartial
  • Rules testing and deployment pipelineNative
PricingRulesActuarialRating Engines
See profile & criteria

Rating Engines

IBM Operational Decision Manager

Basic
CommercialPersonal

Product, actuarial, and IT pricing teams Buyers compare reference depth in your state mix versus generic national claims. · Cloud services and deployable rule stacks Delivery is commonly managed cloud; on‑prem or VPC options appear in larger programs.

IBM Operational Decision Manager is cataloged under Rating Engines on CoverHolder.io. Rating, rules, forms, and pricing engines for commercial and specialty lines. Practitioner diligence should stress data residency and subprocessors in regulated jurisdictions. Primary public information is published at ibm.com. CoverHolder does not endorse vendors; capability signals below are seeded for comparison workflows and require founder or licensed research before contractual reliance.

Top signals

  • Cloud-native deploymentUnsupported
  • API-first integrationNative
  • Commercial lines depthNative
  • Bureau, loss cost, and filing alignmentUnsupported
  • Rules testing and deployment pipelineUnsupported
PricingRulesActuarialRating Engines
See profile & criteria

Rating Engines

Igloo

Basic
SpecialtyCommercial

Product, actuarial, and IT pricing teams Teams often validate fit against a narrow LOB pilot before portfolio rollout. · Cloud services and deployable rule stacks Cloud SaaS is typical; dedicated or private options vary by contract.

Igloo is cataloged under Rating Engines on CoverHolder.io. Rating, rules, forms, and pricing engines for commercial and specialty lines. Practitioner diligence should stress data residency and subprocessors in regulated jurisdictions. Primary public information is published at igloosoftware.com. CoverHolder does not endorse vendors; capability signals below are seeded for comparison workflows and require founder or licensed research before contractual reliance.

Top signals

  • Cloud-native deploymentNative
  • API-first integrationNative
  • Commercial lines depthUnsupported
  • Bureau, loss cost, and filing alignmentNative
  • Rules testing and deployment pipelineNative
PricingRulesActuarialRating Engines
See profile & criteria

Rating Engines

INSTANDA Rating

Basic
SpecialtyCommercial

Product, actuarial, and IT pricing teams Buyers compare reference depth in your state mix versus generic national claims. · Cloud services and deployable rule stacks Delivery is commonly managed cloud; on‑prem or VPC options appear in larger programs.

INSTANDA Rating is cataloged under Rating Engines on CoverHolder.io. Rating, rules, forms, and pricing engines for commercial and specialty lines. Practitioner diligence should stress data residency and subprocessors in regulated jurisdictions. Primary public information is published at instanda.com. CoverHolder does not endorse vendors; capability signals below are seeded for comparison workflows and require founder or licensed research before contractual reliance.

Top signals

  • Cloud-native deploymentPartial
  • API-first integrationUnsupported
  • Commercial lines depthNative
  • Bureau, loss cost, and filing alignmentNative
  • Rules testing and deployment pipelinePartial
PricingRulesActuarialRating EnginesRating & pricing
See profile & criteria

Rating Engines

Insurity Rating

Basic
SpecialtyCommercialPersonal

Product, actuarial, and IT pricing teams Procurement should map professional services caps and hypercare windows up front. · Cloud services and deployable rule stacks Expect a mix of vendor‑operated cloud and customer‑managed connectivity for edge cases.

Insurity Rating is cataloged under Rating Engines on CoverHolder.io. Rating, rules, forms, and pricing engines for commercial and specialty lines. Practitioner diligence should stress latency and resilience under renewal and catastrophe peaks. Primary public information is published at insurity.com. CoverHolder does not endorse vendors; capability signals below are seeded for comparison workflows and require founder or licensed research before contractual reliance.

Top signals

  • Cloud-native deploymentUnsupported
  • API-first integrationNative
  • Commercial lines depthNative
  • Bureau, loss cost, and filing alignmentPartial
  • Rules testing and deployment pipelineNative
PricingRulesActuarialRating EnginesRating & pricing
See profile & criteria

Rating Engines

Intermap NEXTMap

Basic
SpecialtyCommercial

Product, actuarial, and IT pricing teams Buyers compare reference depth in your state mix versus generic national claims. · Cloud services and deployable rule stacks Delivery is commonly managed cloud; on‑prem or VPC options appear in larger programs.

Intermap NEXTMap is cataloged under Rating Engines on CoverHolder.io. Rating, rules, forms, and pricing engines for commercial and specialty lines. Practitioner diligence should stress data residency and subprocessors in regulated jurisdictions. Primary public information is published at intermap.com. CoverHolder does not endorse vendors; capability signals below are seeded for comparison workflows and require founder or licensed research before contractual reliance.

Top signals

  • Cloud-native deploymentNative
  • API-first integrationNative
  • Commercial lines depthPartial
  • Bureau, loss cost, and filing alignmentNative
  • Rules testing and deployment pipelineUnsupported
PricingRulesActuarialRating Engines
See profile & criteria

Rating Engines

Jupiter Intelligence Climate

Basic
PersonalSpecialtyCommercial

Product, actuarial, and IT pricing teams Procurement should map professional services caps and hypercare windows up front. · Cloud services and deployable rule stacks Expect a mix of vendor‑operated cloud and customer‑managed connectivity for edge cases.

Jupiter Intelligence Climate is cataloged under Rating Engines on CoverHolder.io. Rating, rules, forms, and pricing engines for commercial and specialty lines. Practitioner diligence should stress latency and resilience under renewal and catastrophe peaks. Primary public information is published at jupiterintel.com. CoverHolder does not endorse vendors; capability signals below are seeded for comparison workflows and require founder or licensed research before contractual reliance.

Top signals

  • Cloud-native deploymentNative
  • API-first integrationNative
  • Commercial lines depthNative
  • Bureau, loss cost, and filing alignmentNative
  • Rules testing and deployment pipelinePartial
PricingRulesActuarialRating EnginesRating & pricing
See profile & criteria

Rating Engines

KatRisk Flood Analytics

Basic
CommercialPersonalSpecialty

Product, actuarial, and IT pricing teams Procurement should map professional services caps and hypercare windows up front. · Cloud services and deployable rule stacks Expect a mix of vendor‑operated cloud and customer‑managed connectivity for edge cases.

KatRisk Flood Analytics is cataloged under Rating Engines on CoverHolder.io. Rating, rules, forms, and pricing engines for commercial and specialty lines. Practitioner diligence should stress segregation of duties across business and IT change paths. Primary public information is published at katrisk.com. CoverHolder does not endorse vendors; capability signals below are seeded for comparison workflows and require founder or licensed research before contractual reliance.

Top signals

  • Cloud-native deploymentNative
  • API-first integrationNative
  • Commercial lines depthNative
  • Bureau, loss cost, and filing alignmentNative
  • Rules testing and deployment pipelineNative
PricingRulesActuarialRating EnginesCAT & exposureUnderwritingAnalytics
See profile & criteria

Rating Engines

KCC Pricing Analytics

Basic
CommercialPersonalSpecialty

Product, actuarial, and IT pricing teams Procurement should map professional services caps and hypercare windows up front. · Cloud services and deployable rule stacks Expect a mix of vendor‑operated cloud and customer‑managed connectivity for edge cases.

KCC Pricing Analytics is cataloged under Rating Engines on CoverHolder.io. Rating, rules, forms, and pricing engines for commercial and specialty lines. Practitioner diligence should stress integration contracts with downstream finance and claims. Primary public information is published at karenclarkandco.com. CoverHolder does not endorse vendors; capability signals below are seeded for comparison workflows and require founder or licensed research before contractual reliance.

Top signals

  • Cloud-native deploymentPartial
  • API-first integrationUnsupported
  • Commercial lines depthUnsupported
  • Bureau, loss cost, and filing alignmentPartial
  • Rules testing and deployment pipelinePartial
PricingRulesActuarialRating EnginesAnalytics
See profile & criteria

Rating Engines

Lemonade Car Pricing

Basic
CommercialPersonalSpecialty

Product, actuarial, and IT pricing teams Procurement should map professional services caps and hypercare windows up front. · Cloud services and deployable rule stacks Expect a mix of vendor‑operated cloud and customer‑managed connectivity for edge cases.

Lemonade Car Pricing is cataloged under Rating Engines on CoverHolder.io. Rating, rules, forms, and pricing engines for commercial and specialty lines. Practitioner diligence should stress latency and resilience under renewal and catastrophe peaks. Primary public information is published at lemonade.com. CoverHolder does not endorse vendors; capability signals below are seeded for comparison workflows and require founder or licensed research before contractual reliance.

Top signals

  • Cloud-native deploymentNative
  • API-first integrationPartial
  • Commercial lines depthNative
  • Bureau, loss cost, and filing alignmentPartial
  • Rules testing and deployment pipelineNative
PricingRulesActuarialRating Engines
See profile & criteria

Rating Engines

LexisNexis Telematics Exchange

Basic
SpecialtyCommercial

Product, actuarial, and IT pricing teams Buyers compare reference depth in your state mix versus generic national claims. · Cloud services and deployable rule stacks Delivery is commonly managed cloud; on‑prem or VPC options appear in larger programs.

LexisNexis Telematics Exchange is cataloged under Rating Engines on CoverHolder.io. Rating, rules, forms, and pricing engines for commercial and specialty lines. Practitioner diligence should stress multi-environment promotion discipline. Primary public information is published at risk.lexisnexis.com. CoverHolder does not endorse vendors; capability signals below are seeded for comparison workflows and require founder or licensed research before contractual reliance.

Top signals

  • Cloud-native deploymentNative
  • API-first integrationNative
  • Commercial lines depthUnsupported
  • Bureau, loss cost, and filing alignmentUnsupported
  • Rules testing and deployment pipelinePartial
PricingRulesActuarialRating EnginesIntegrations
See profile & criteria

Rating Engines

Milliman Arius

Basic
CommercialPersonal

Product, actuarial, and IT pricing teams Teams often validate fit against a narrow LOB pilot before portfolio rollout. · Cloud services and deployable rule stacks Cloud SaaS is typical; dedicated or private options vary by contract.

Milliman Arius is cataloged under Rating Engines on CoverHolder.io. Rating, rules, forms, and pricing engines for commercial and specialty lines. Practitioner diligence should stress data residency and subprocessors in regulated jurisdictions. Primary public information is published at milliman.com. CoverHolder does not endorse vendors; capability signals below are seeded for comparison workflows and require founder or licensed research before contractual reliance.

Top signals

  • Cloud-native deploymentUnsupported
  • API-first integrationNative
  • Commercial lines depthNative
  • Bureau, loss cost, and filing alignmentNative
  • Rules testing and deployment pipelinePartial
PricingRulesActuarialRating Engines
See profile & criteria

Rating Engines

MuleSoft Anypoint Platform

Basic
CommercialPersonal

Product, actuarial, and IT pricing teams Teams often validate fit against a narrow LOB pilot before portfolio rollout. · Cloud services and deployable rule stacks Cloud SaaS is typical; dedicated or private options vary by contract.

MuleSoft Anypoint Platform is cataloged under Rating Engines on CoverHolder.io. Rating, rules, forms, and pricing engines for commercial and specialty lines. Practitioner diligence should stress data residency and subprocessors in regulated jurisdictions. Primary public information is published at mulesoft.com. CoverHolder does not endorse vendors; capability signals below are seeded for comparison workflows and require founder or licensed research before contractual reliance.

Top signals

  • Cloud-native deploymentPartial
  • API-first integrationNative
  • Commercial lines depthNative
  • Bureau, loss cost, and filing alignmentNative
  • Rules testing and deployment pipelinePartial
PricingRulesActuarialRating Engines
See profile & criteria

Rating Engines

Numerix

Basic
CommercialPersonal

Product, actuarial, and IT pricing teams Buyers compare reference depth in your state mix versus generic national claims. · Cloud services and deployable rule stacks Delivery is commonly managed cloud; on‑prem or VPC options appear in larger programs.

Numerix is cataloged under Rating Engines on CoverHolder.io. Rating, rules, forms, and pricing engines for commercial and specialty lines. Practitioner diligence should stress multi-environment promotion discipline. Primary public information is published at numerix.com. CoverHolder does not endorse vendors; capability signals below are seeded for comparison workflows and require founder or licensed research before contractual reliance.

Top signals

  • Cloud-native deploymentPartial
  • API-first integrationPartial
  • Commercial lines depthPartial
  • Bureau, loss cost, and filing alignmentNative
  • Rules testing and deployment pipelinePartial
PricingRulesActuarialRating Engines
See profile & criteria

Rating Engines

Oasis LMF

Basic
PersonalSpecialtyCommercial

Product, actuarial, and IT pricing teams Procurement should map professional services caps and hypercare windows up front. · Cloud services and deployable rule stacks Expect a mix of vendor‑operated cloud and customer‑managed connectivity for edge cases.

Oasis LMF is cataloged under Rating Engines on CoverHolder.io. Rating, rules, forms, and pricing engines for commercial and specialty lines. Practitioner diligence should stress latency and resilience under renewal and catastrophe peaks. Primary public information is published at oasislmf.org. CoverHolder does not endorse vendors; capability signals below are seeded for comparison workflows and require founder or licensed research before contractual reliance.

Top signals

  • Cloud-native deploymentUnsupported
  • API-first integrationPartial
  • Commercial lines depthPartial
  • Bureau, loss cost, and filing alignmentPartial
  • Rules testing and deployment pipelineNative
PricingRulesActuarialRating Engines
See profile & criteria

Rating Engines

Octo Telematics

Basic
CommercialPersonal

Product, actuarial, and IT pricing teams Buyers compare reference depth in your state mix versus generic national claims. · Cloud services and deployable rule stacks Delivery is commonly managed cloud; on‑prem or VPC options appear in larger programs.

Octo Telematics is cataloged under Rating Engines on CoverHolder.io. Rating, rules, forms, and pricing engines for commercial and specialty lines. Practitioner diligence should stress multi-environment promotion discipline. Primary public information is published at octotelematics.com. CoverHolder does not endorse vendors; capability signals below are seeded for comparison workflows and require founder or licensed research before contractual reliance.

Top signals

  • Cloud-native deploymentPartial
  • API-first integrationUnsupported
  • Commercial lines depthPartial
  • Bureau, loss cost, and filing alignmentNative
  • Rules testing and deployment pipelineNative
PricingRulesActuarialRating Engines
See profile & criteria

Rating Engines

One Concern Probabilistic

Basic
SpecialtyCommercialPersonal

Product, actuarial, and IT pricing teams Procurement should map professional services caps and hypercare windows up front. · Cloud services and deployable rule stacks Expect a mix of vendor‑operated cloud and customer‑managed connectivity for edge cases.

One Concern Probabilistic is cataloged under Rating Engines on CoverHolder.io. Rating, rules, forms, and pricing engines for commercial and specialty lines. Practitioner diligence should stress latency and resilience under renewal and catastrophe peaks. Primary public information is published at oneconcern.com. CoverHolder does not endorse vendors; capability signals below are seeded for comparison workflows and require founder or licensed research before contractual reliance.

Top signals

  • Cloud-native deploymentUnsupported
  • API-first integrationNative
  • Commercial lines depthUnsupported
  • Bureau, loss cost, and filing alignmentNative
  • Rules testing and deployment pipelineNative
PricingRulesActuarialRating EnginesAnalytics
See profile & criteria

Rating Engines

Openly Pricing Engine

Basic
SpecialtyCommercialPersonal

Product, actuarial, and IT pricing teams Shortlists usually include security review, disaster recovery drills, and exit data rights. · Cloud services and deployable rule stacks Most deployments are SaaS with defined upgrade windows and customer test sandboxes.

Openly Pricing Engine is cataloged under Rating Engines on CoverHolder.io. Rating, rules, forms, and pricing engines for commercial and specialty lines. Practitioner diligence should stress integration contracts with downstream finance and claims. Primary public information is published at openly.com. CoverHolder does not endorse vendors; capability signals below are seeded for comparison workflows and require founder or licensed research before contractual reliance.

Top signals

  • Cloud-native deploymentPartial
  • API-first integrationPartial
  • Commercial lines depthUnsupported
  • Bureau, loss cost, and filing alignmentPartial
  • Rules testing and deployment pipelineUnsupported
PricingRulesActuarialRating Engines
See profile & criteria

Rating Engines

Oracle Policy Automation

Basic
CommercialPersonalSpecialty

Product, actuarial, and IT pricing teams Procurement should map professional services caps and hypercare windows up front. · Cloud services and deployable rule stacks Expect a mix of vendor‑operated cloud and customer‑managed connectivity for edge cases.

Oracle Policy Automation is cataloged under Rating Engines on CoverHolder.io. Rating, rules, forms, and pricing engines for commercial and specialty lines. Practitioner diligence should stress integration contracts with downstream finance and claims. Primary public information is published at oracle.com. CoverHolder does not endorse vendors; capability signals below are seeded for comparison workflows and require founder or licensed research before contractual reliance.

Top signals

  • Cloud-native deploymentNative
  • API-first integrationNative
  • Commercial lines depthUnsupported
  • Bureau, loss cost, and filing alignmentUnsupported
  • Rules testing and deployment pipelineUnsupported
PricingRulesActuarialRating EnginesPolicy admin
See profile & criteria

Rating Engines

Otonomo (Bridg)

Basic
CommercialPersonal

Product, actuarial, and IT pricing teams Teams often validate fit against a narrow LOB pilot before portfolio rollout. · Cloud services and deployable rule stacks Cloud SaaS is typical; dedicated or private options vary by contract.

Otonomo (Bridg) is cataloged under Rating Engines on CoverHolder.io. Rating, rules, forms, and pricing engines for commercial and specialty lines. Practitioner diligence should stress multi-environment promotion discipline. Primary public information is published at otonomo.io. CoverHolder does not endorse vendors; capability signals below are seeded for comparison workflows and require founder or licensed research before contractual reliance.

Top signals

  • Cloud-native deploymentPartial
  • API-first integrationNative
  • Commercial lines depthUnsupported
  • Bureau, loss cost, and filing alignmentUnsupported
  • Rules testing and deployment pipelineUnsupported
PricingRulesActuarialRating EnginesAnalytics
See profile & criteria

Rating Engines

Pegasystems Decision Hub

Basic
PersonalSpecialty

Product, actuarial, and IT pricing teams Teams often validate fit against a narrow LOB pilot before portfolio rollout. · Cloud services and deployable rule stacks Cloud SaaS is typical; dedicated or private options vary by contract.

Pegasystems Decision Hub is cataloged under Rating Engines on CoverHolder.io. Rating, rules, forms, and pricing engines for commercial and specialty lines. Practitioner diligence should stress data residency and subprocessors in regulated jurisdictions. Primary public information is published at pega.com. CoverHolder does not endorse vendors; capability signals below are seeded for comparison workflows and require founder or licensed research before contractual reliance.

Top signals

  • Cloud-native deploymentNative
  • API-first integrationNative
  • Commercial lines depthNative
  • Bureau, loss cost, and filing alignmentPartial
  • Rules testing and deployment pipelineUnsupported
PricingRulesActuarialRating EnginesIntegrations
See profile & criteria

Rating Engines

Precisely Demographics

Basic
PersonalSpecialtyCommercial

Product, actuarial, and IT pricing teams Shortlists usually include security review, disaster recovery drills, and exit data rights. · Cloud services and deployable rule stacks Most deployments are SaaS with defined upgrade windows and customer test sandboxes.

Precisely Demographics is cataloged under Rating Engines on CoverHolder.io. Rating, rules, forms, and pricing engines for commercial and specialty lines. Practitioner diligence should stress latency and resilience under renewal and catastrophe peaks. Primary public information is published at precisely.com. CoverHolder does not endorse vendors; capability signals below are seeded for comparison workflows and require founder or licensed research before contractual reliance.

Top signals

  • Cloud-native deploymentPartial
  • API-first integrationNative
  • Commercial lines depthUnsupported
  • Bureau, loss cost, and filing alignmentNative
  • Rules testing and deployment pipelineNative
PricingRulesActuarialRating EnginesRating & pricing
See profile & criteria

Rating Engines

Progress Corticon

Basic
PersonalSpecialtyCommercial

Product, actuarial, and IT pricing teams Procurement should map professional services caps and hypercare windows up front. · Cloud services and deployable rule stacks Expect a mix of vendor‑operated cloud and customer‑managed connectivity for edge cases.

Progress Corticon is cataloged under Rating Engines on CoverHolder.io. Rating, rules, forms, and pricing engines for commercial and specialty lines. Practitioner diligence should stress segregation of duties across business and IT change paths. Primary public information is published at progress.com. CoverHolder does not endorse vendors; capability signals below are seeded for comparison workflows and require founder or licensed research before contractual reliance.

Top signals

  • Cloud-native deploymentUnsupported
  • API-first integrationPartial
  • Commercial lines depthNative
  • Bureau, loss cost, and filing alignmentNative
  • Rules testing and deployment pipelineUnsupported
PricingRulesActuarialRating Engines
See profile & criteria

Rating Engines

Quantemplate

Basic
PersonalSpecialtyCommercial

Product, actuarial, and IT pricing teams Shortlists usually include security review, disaster recovery drills, and exit data rights. · Cloud services and deployable rule stacks Most deployments are SaaS with defined upgrade windows and customer test sandboxes.

Quantemplate is cataloged under Rating Engines on CoverHolder.io. Rating, rules, forms, and pricing engines for commercial and specialty lines. Practitioner diligence should stress integration contracts with downstream finance and claims. Primary public information is published at quantemplate.com. CoverHolder does not endorse vendors; capability signals below are seeded for comparison workflows and require founder or licensed research before contractual reliance.

Top signals

  • Cloud-native deploymentUnsupported
  • API-first integrationNative
  • Commercial lines depthNative
  • Bureau, loss cost, and filing alignmentPartial
  • Rules testing and deployment pipelineNative
PricingRulesActuarialRating EnginesUnderwritingDocuments & CCM
See profile & criteria

Rating Engines

Ratabase

Basic
SpecialtyCommercialPersonal

Product, actuarial, and IT pricing teams Shortlists usually include security review, disaster recovery drills, and exit data rights. · Cloud services and deployable rule stacks Most deployments are SaaS with defined upgrade windows and customer test sandboxes.

Ratabase is cataloged under Rating Engines on CoverHolder.io. Rating, rules, forms, and pricing engines for commercial and specialty lines. Practitioner diligence should stress segregation of duties across business and IT change paths. Primary public information is published at ratabase.com. CoverHolder does not endorse vendors; capability signals below are seeded for comparison workflows and require founder or licensed research before contractual reliance.

Top signals

  • Cloud-native deploymentNative
  • API-first integrationUnsupported
  • Commercial lines depthPartial
  • Bureau, loss cost, and filing alignmentPartial
  • Rules testing and deployment pipelineNative
PricingRulesActuarialRating Engines
See profile & criteria

Rating Engines

Reask

Basic
CommercialPersonal

Product, actuarial, and IT pricing teams Teams often validate fit against a narrow LOB pilot before portfolio rollout. · Cloud services and deployable rule stacks Cloud SaaS is typical; dedicated or private options vary by contract.

Reask is cataloged under Rating Engines on CoverHolder.io. Rating, rules, forms, and pricing engines for commercial and specialty lines. Practitioner diligence should stress data residency and subprocessors in regulated jurisdictions. Primary public information is published at reask.com. CoverHolder does not endorse vendors; capability signals below are seeded for comparison workflows and require founder or licensed research before contractual reliance.

Top signals

  • Cloud-native deploymentUnsupported
  • API-first integrationNative
  • Commercial lines depthPartial
  • Bureau, loss cost, and filing alignmentNative
  • Rules testing and deployment pipelineNative
PricingRulesActuarialRating EnginesRating & pricing
See profile & criteria

Rating Engines

Red Hat Decision Manager

Basic
CommercialPersonal

Product, actuarial, and IT pricing teams Buyers compare reference depth in your state mix versus generic national claims. · Cloud services and deployable rule stacks Delivery is commonly managed cloud; on‑prem or VPC options appear in larger programs.

Red Hat Decision Manager is cataloged under Rating Engines on CoverHolder.io. Rating, rules, forms, and pricing engines for commercial and specialty lines. Practitioner diligence should stress multi-environment promotion discipline. Primary public information is published at access.redhat.com. CoverHolder does not endorse vendors; capability signals below are seeded for comparison workflows and require founder or licensed research before contractual reliance.

Top signals

  • Cloud-native deploymentNative
  • API-first integrationNative
  • Commercial lines depthPartial
  • Bureau, loss cost, and filing alignmentUnsupported
  • Rules testing and deployment pipelinePartial
PricingRulesActuarialRating Engines
See profile & criteria

Rating Engines

Remetrica

Basic
CommercialPersonal

Product, actuarial, and IT pricing teams Teams often validate fit against a narrow LOB pilot before portfolio rollout. · Cloud services and deployable rule stacks Cloud SaaS is typical; dedicated or private options vary by contract.

Remetrica is cataloged under Rating Engines on CoverHolder.io. Rating, rules, forms, and pricing engines for commercial and specialty lines. Practitioner diligence should stress evidence packs for internal audit and market conduct. Primary public information is published at aon.com. CoverHolder does not endorse vendors; capability signals below are seeded for comparison workflows and require founder or licensed research before contractual reliance.

Top signals

  • Cloud-native deploymentPartial
  • API-first integrationNative
  • Commercial lines depthNative
  • Bureau, loss cost, and filing alignmentNative
  • Rules testing and deployment pipelineNative
PricingRulesActuarialRating Engines
See profile & criteria

Rating Engines

Resolve

Basic
CommercialPersonal

Product, actuarial, and IT pricing teams Buyers compare reference depth in your state mix versus generic national claims. · Cloud services and deployable rule stacks Delivery is commonly managed cloud; on‑prem or VPC options appear in larger programs.

Resolve is cataloged under Rating Engines on CoverHolder.io. Rating, rules, forms, and pricing engines for commercial and specialty lines. Practitioner diligence should stress data residency and subprocessors in regulated jurisdictions. Primary public information is published at resolve.com. CoverHolder does not endorse vendors; capability signals below are seeded for comparison workflows and require founder or licensed research before contractual reliance.

Top signals

  • Cloud-native deploymentNative
  • API-first integrationPartial
  • Commercial lines depthPartial
  • Bureau, loss cost, and filing alignmentNative
  • Rules testing and deployment pipelineNative
PricingRulesActuarialRating Engines
See profile & criteria

Rating Engines

Root Insurance Platform

Basic
CommercialPersonalSpecialty

Product, actuarial, and IT pricing teams Procurement should map professional services caps and hypercare windows up front. · Cloud services and deployable rule stacks Expect a mix of vendor‑operated cloud and customer‑managed connectivity for edge cases.

Root Insurance Platform is cataloged under Rating Engines on CoverHolder.io. Rating, rules, forms, and pricing engines for commercial and specialty lines. Practitioner diligence should stress segregation of duties across business and IT change paths. Primary public information is published at joinroot.com. CoverHolder does not endorse vendors; capability signals below are seeded for comparison workflows and require founder or licensed research before contractual reliance.

Top signals

  • Cloud-native deploymentNative
  • API-first integrationPartial
  • Commercial lines depthPartial
  • Bureau, loss cost, and filing alignmentNative
  • Rules testing and deployment pipelinePartial
PricingRulesActuarialRating EnginesRating & pricing
See profile & criteria

Rating Engines

SAP Pricing and Revenue Management

Basic
PersonalSpecialty

Product, actuarial, and IT pricing teams Buyers compare reference depth in your state mix versus generic national claims. · Cloud services and deployable rule stacks Delivery is commonly managed cloud; on‑prem or VPC options appear in larger programs.

SAP Pricing and Revenue Management is cataloged under Rating Engines on CoverHolder.io. Rating, rules, forms, and pricing engines for commercial and specialty lines. Practitioner diligence should stress data residency and subprocessors in regulated jurisdictions. Primary public information is published at sap.com. CoverHolder does not endorse vendors; capability signals below are seeded for comparison workflows and require founder or licensed research before contractual reliance.

Top signals

  • Cloud-native deploymentNative
  • API-first integrationPartial
  • Commercial lines depthNative
  • Bureau, loss cost, and filing alignmentNative
  • Rules testing and deployment pipelinePartial
PricingRulesActuarialRating Engines
See profile & criteria

Rating Engines

Sapiens Rating

Basic
CommercialPersonalSpecialty

Product, actuarial, and IT pricing teams Procurement should map professional services caps and hypercare windows up front. · Cloud services and deployable rule stacks Expect a mix of vendor‑operated cloud and customer‑managed connectivity for edge cases.

Sapiens Rating is cataloged under Rating Engines on CoverHolder.io. Rating, rules, forms, and pricing engines for commercial and specialty lines. Practitioner diligence should stress integration contracts with downstream finance and claims. Primary public information is published at sapiens.com. CoverHolder does not endorse vendors; capability signals below are seeded for comparison workflows and require founder or licensed research before contractual reliance.

Top signals

  • Cloud-native deploymentNative
  • API-first integrationPartial
  • Commercial lines depthNative
  • Bureau, loss cost, and filing alignmentPartial
  • Rules testing and deployment pipelineNative
PricingRulesActuarialRating EnginesIntegrationsRating & pricing
See profile & criteria

Rating Engines

SAS Viya

Basic
PersonalSpecialtyCommercial

Product, actuarial, and IT pricing teams Shortlists usually include security review, disaster recovery drills, and exit data rights. · Cloud services and deployable rule stacks Most deployments are SaaS with defined upgrade windows and customer test sandboxes.

SAS Viya is cataloged under Rating Engines on CoverHolder.io. Rating, rules, forms, and pricing engines for commercial and specialty lines. Practitioner diligence should stress integration contracts with downstream finance and claims. Primary public information is published at sas.com. CoverHolder does not endorse vendors; capability signals below are seeded for comparison workflows and require founder or licensed research before contractual reliance.

Top signals

  • Cloud-native deploymentNative
  • API-first integrationPartial
  • Commercial lines depthNative
  • Bureau, loss cost, and filing alignmentNative
  • Rules testing and deployment pipelineUnsupported
PricingRulesActuarialRating Engines
See profile & criteria

Rating Engines

SMART Actuarial Software

Basic
CommercialPersonal

Product, actuarial, and IT pricing teams Teams often validate fit against a narrow LOB pilot before portfolio rollout. · Cloud services and deployable rule stacks Cloud SaaS is typical; dedicated or private options vary by contract.

SMART Actuarial Software is cataloged under Rating Engines on CoverHolder.io. Rating, rules, forms, and pricing engines for commercial and specialty lines. Practitioner diligence should stress evidence packs for internal audit and market conduct. Primary public information is published at smartsoftwareinc.com. CoverHolder does not endorse vendors; capability signals below are seeded for comparison workflows and require founder or licensed research before contractual reliance.

Top signals

  • Cloud-native deploymentPartial
  • API-first integrationNative
  • Commercial lines depthPartial
  • Bureau, loss cost, and filing alignmentPartial
  • Rules testing and deployment pipelineNative
PricingRulesActuarialRating EnginesRating & pricing
See profile & criteria

Rating Engines

Snowflake

Basic
SpecialtyCommercial

Product, actuarial, and IT pricing teams Teams often validate fit against a narrow LOB pilot before portfolio rollout. · Cloud services and deployable rule stacks Cloud SaaS is typical; dedicated or private options vary by contract.

Snowflake is cataloged under Rating Engines on CoverHolder.io. Rating, rules, forms, and pricing engines for commercial and specialty lines. Practitioner diligence should stress evidence packs for internal audit and market conduct. Primary public information is published at snowflake.com. CoverHolder does not endorse vendors; capability signals below are seeded for comparison workflows and require founder or licensed research before contractual reliance.

Top signals

  • Cloud-native deploymentUnsupported
  • API-first integrationNative
  • Commercial lines depthPartial
  • Bureau, loss cost, and filing alignmentUnsupported
  • Rules testing and deployment pipelineNative
PricingRulesActuarialRating EnginesAnalyticsRating & pricing
See profile & criteria

Rating Engines

Socotra Rating Adapter

Basic
PersonalSpecialtyCommercial

Product, actuarial, and IT pricing teams Shortlists usually include security review, disaster recovery drills, and exit data rights. · Cloud services and deployable rule stacks Most deployments are SaaS with defined upgrade windows and customer test sandboxes.

Socotra Rating Adapter is cataloged under Rating Engines on CoverHolder.io. Rating, rules, forms, and pricing engines for commercial and specialty lines. Practitioner diligence should stress integration contracts with downstream finance and claims. Primary public information is published at socotra.com. CoverHolder does not endorse vendors; capability signals below are seeded for comparison workflows and require founder or licensed research before contractual reliance.

Top signals

  • Cloud-native deploymentNative
  • API-first integrationPartial
  • Commercial lines depthNative
  • Bureau, loss cost, and filing alignmentPartial
  • Rules testing and deployment pipelineUnsupported
PricingRulesActuarialRating EnginesRating & pricing
See profile & criteria

Rating Engines

Software AG webMethods

Basic
SpecialtyCommercialPersonal

Product, actuarial, and IT pricing teams Procurement should map professional services caps and hypercare windows up front. · Cloud services and deployable rule stacks Expect a mix of vendor‑operated cloud and customer‑managed connectivity for edge cases.

Software AG webMethods is cataloged under Rating Engines on CoverHolder.io. Rating, rules, forms, and pricing engines for commercial and specialty lines. Practitioner diligence should stress integration contracts with downstream finance and claims. Primary public information is published at softwareag.com. CoverHolder does not endorse vendors; capability signals below are seeded for comparison workflows and require founder or licensed research before contractual reliance.

Top signals

  • Cloud-native deploymentPartial
  • API-first integrationNative
  • Commercial lines depthNative
  • Bureau, loss cost, and filing alignmentNative
  • Rules testing and deployment pipelineNative
PricingRulesActuarialRating Engines
See profile & criteria

Rating Engines

The Floow

Basic
PersonalSpecialtyCommercial

Product, actuarial, and IT pricing teams Procurement should map professional services caps and hypercare windows up front. · Cloud services and deployable rule stacks Expect a mix of vendor‑operated cloud and customer‑managed connectivity for edge cases.

The Floow is cataloged under Rating Engines on CoverHolder.io. Rating, rules, forms, and pricing engines for commercial and specialty lines. Practitioner diligence should stress segregation of duties across business and IT change paths. Primary public information is published at thefloow.com. CoverHolder does not endorse vendors; capability signals below are seeded for comparison workflows and require founder or licensed research before contractual reliance.

Top signals

  • Cloud-native deploymentNative
  • API-first integrationPartial
  • Commercial lines depthNative
  • Bureau, loss cost, and filing alignmentPartial
  • Rules testing and deployment pipelineNative
PricingRulesActuarialRating Engines
See profile & criteria

Rating Engines

TIBCO BusinessWorks

Basic
PersonalSpecialty

Product, actuarial, and IT pricing teams Teams often validate fit against a narrow LOB pilot before portfolio rollout. · Cloud services and deployable rule stacks Cloud SaaS is typical; dedicated or private options vary by contract.

TIBCO BusinessWorks is cataloged under Rating Engines on CoverHolder.io. Rating, rules, forms, and pricing engines for commercial and specialty lines. Practitioner diligence should stress data residency and subprocessors in regulated jurisdictions. Primary public information is published at tibco.com. CoverHolder does not endorse vendors; capability signals below are seeded for comparison workflows and require founder or licensed research before contractual reliance.

Top signals

  • Cloud-native deploymentNative
  • API-first integrationNative
  • Commercial lines depthNative
  • Bureau, loss cost, and filing alignmentNative
  • Rules testing and deployment pipelinePartial
PricingRulesActuarialRating Engines
See profile & criteria

Rating Engines

TomTom Insurance

Basic
PersonalSpecialtyCommercial

Product, actuarial, and IT pricing teams Procurement should map professional services caps and hypercare windows up front. · Cloud services and deployable rule stacks Expect a mix of vendor‑operated cloud and customer‑managed connectivity for edge cases.

TomTom Insurance is cataloged under Rating Engines on CoverHolder.io. Rating, rules, forms, and pricing engines for commercial and specialty lines. Practitioner diligence should stress latency and resilience under renewal and catastrophe peaks. Primary public information is published at developer.tomtom.com. CoverHolder does not endorse vendors; capability signals below are seeded for comparison workflows and require founder or licensed research before contractual reliance.

Top signals

  • Cloud-native deploymentNative
  • API-first integrationNative
  • Commercial lines depthNative
  • Bureau, loss cost, and filing alignmentNative
  • Rules testing and deployment pipelinePartial
PricingRulesActuarialRating Engines
See profile & criteria

Rating Engines

TransUnion TruVision

Basic
SpecialtyCommercialPersonal

Product, actuarial, and IT pricing teams Shortlists usually include security review, disaster recovery drills, and exit data rights. · Cloud services and deployable rule stacks Most deployments are SaaS with defined upgrade windows and customer test sandboxes.

TransUnion TruVision is cataloged under Rating Engines on CoverHolder.io. Rating, rules, forms, and pricing engines for commercial and specialty lines. Practitioner diligence should stress segregation of duties across business and IT change paths. Primary public information is published at transunion.com. CoverHolder does not endorse vendors; capability signals below are seeded for comparison workflows and require founder or licensed research before contractual reliance.

Top signals

  • Cloud-native deploymentNative
  • API-first integrationPartial
  • Commercial lines depthNative
  • Bureau, loss cost, and filing alignmentNative
  • Rules testing and deployment pipelineNative
PricingRulesActuarialRating Engines
See profile & criteria

Rating Engines

TrueMotion

Basic
SpecialtyCommercial

Product, actuarial, and IT pricing teams Buyers compare reference depth in your state mix versus generic national claims. · Cloud services and deployable rule stacks Delivery is commonly managed cloud; on‑prem or VPC options appear in larger programs.

TrueMotion is cataloged under Rating Engines on CoverHolder.io. Rating, rules, forms, and pricing engines for commercial and specialty lines. Practitioner diligence should stress data residency and subprocessors in regulated jurisdictions. Primary public information is published at gotruemotion.com. CoverHolder does not endorse vendors; capability signals below are seeded for comparison workflows and require founder or licensed research before contractual reliance.

Top signals

  • Cloud-native deploymentNative
  • API-first integrationNative
  • Commercial lines depthNative
  • Bureau, loss cost, and filing alignmentUnsupported
  • Rules testing and deployment pipelineUnsupported
PricingRulesActuarialRating Engines
See profile & criteria

Rating Engines

Verisk ISO Rating

Basic
PersonalSpecialty

Product, actuarial, and IT pricing teams Teams often validate fit against a narrow LOB pilot before portfolio rollout. · Cloud services and deployable rule stacks Cloud SaaS is typical; dedicated or private options vary by contract.

Verisk ISO Rating is cataloged under Rating Engines on CoverHolder.io. Rating, rules, forms, and pricing engines for commercial and specialty lines. Practitioner diligence should stress data residency and subprocessors in regulated jurisdictions. Primary public information is published at verisk.com. CoverHolder does not endorse vendors; capability signals below are seeded for comparison workflows and require founder or licensed research before contractual reliance.

Top signals

  • Cloud-native deploymentNative
  • API-first integrationNative
  • Commercial lines depthNative
  • Bureau, loss cost, and filing alignmentNative
  • Rules testing and deployment pipelinePartial
PricingRulesActuarialRating EnginesUnderwritingRating & pricing
See profile & criteria

Rating Engines

Wejo

Basic
CommercialPersonal

Product, actuarial, and IT pricing teams Buyers compare reference depth in your state mix versus generic national claims. · Cloud services and deployable rule stacks Delivery is commonly managed cloud; on‑prem or VPC options appear in larger programs.

Wejo is cataloged under Rating Engines on CoverHolder.io. Rating, rules, forms, and pricing engines for commercial and specialty lines. Practitioner diligence should stress data residency and subprocessors in regulated jurisdictions. Primary public information is published at wejo.com. CoverHolder does not endorse vendors; capability signals below are seeded for comparison workflows and require founder or licensed research before contractual reliance.

Top signals

  • Cloud-native deploymentUnsupported
  • API-first integrationNative
  • Commercial lines depthNative
  • Bureau, loss cost, and filing alignmentUnsupported
  • Rules testing and deployment pipelinePartial
PricingRulesActuarialRating EnginesIntegrations
See profile & criteria

Rating Engines

ZestyAI

Basic
SpecialtyCommercialPersonal

Product, actuarial, and IT pricing teams Shortlists usually include security review, disaster recovery drills, and exit data rights. · Cloud services and deployable rule stacks Most deployments are SaaS with defined upgrade windows and customer test sandboxes.

ZestyAI is cataloged under Rating Engines on CoverHolder.io. Rating, rules, forms, and pricing engines for commercial and specialty lines. Practitioner diligence should stress segregation of duties across business and IT change paths. Primary public information is published at zesty.ai. CoverHolder does not endorse vendors; capability signals below are seeded for comparison workflows and require founder or licensed research before contractual reliance.

Top signals

  • Cloud-native deploymentPartial
  • API-first integrationUnsupported
  • Commercial lines depthUnsupported
  • Bureau, loss cost, and filing alignmentNative
  • Rules testing and deployment pipelinePartial
PricingRulesActuarialRating EnginesRating & pricing
See profile & criteria

Feature framework

Cloud-native deployment

Delivered as a modern cloud or SaaS product rather than only hosted legacy software.

API-first integration

Provides documented APIs suitable for carrier or insurtech engineering teams.

Commercial lines depth

Has meaningful commercial P&C capabilities beyond personal lines.

Bureau, loss cost, and filing alignment

Bureau feeds, loss costs, company exceptions, and filing-grade change control for rate and rule updates.

Rules testing and deployment pipeline

Peer review, simulation, diffing, and safe deployment for rate and rule changes across environments.

Rating latency and partner API load

Latency under peak API quoting, batch rerate windows, and partner concurrency limits.

Machine learning pricing overlays

Governance for ML overlays on classical rating: approvals, explainability, and rollback.