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Comparison tool

Compare vendors without vendor-influenced ratings.

Pick up to four vendors. Feature support is founder-curated and source-backed as research matures.

Feature
Clearbit
Insurance Data & APIs
  • API-first integrationUnsupported
  • ACORD integrationUnsupported
  • Consent and permissible purposePartial
  • Attribute lineage and metadataUnsupported
  • Latency, freshness, and fallbacksNative
ICEYE SAR
Insurance Data & APIs
  • API-first integrationNative
  • ACORD integrationUnsupported
  • Consent and permissible purposeNative
  • Attribute lineage and metadataNative
  • Latency, freshness, and fallbacksNative
INSTANDA
MGA Platforms
  • Out-of-sequence endorsementsPartial
  • MGA/MGU workflowsPartial
  • Specialty/E&S fitUnsupported
  • Submission intake and normalizationNative
  • Bind authority and controlsPartial
FRISS
Fraud & SIU
  • Entity resolution and graph signalsNative
  • Investigation case managementNative
  • Fairness and model explainabilityNative
  • Hit triage and prioritizationNative
  • External intelligence fusionPartial
Out-of-sequence endorsements
Supports endorsement activity that arrives out of chronological order.
UnknownUnknownPartialUnknown
MGA/MGU workflows
Includes native workflows for delegated authority, program business, or MGA operations.
UnknownUnknownPartialUnknown
Cloud-native deployment
Delivered as a modern cloud or SaaS product rather than only hosted legacy software.
UnknownUnknownPartialUnknown
API-first integration
Provides documented APIs suitable for carrier or insurtech engineering teams.
UnsupportedNativeUnsupportedUnknown
ACORD integration
Supports ACORD standards, messaging, mapping, or data exchange.
UnknownUnknownUnknownUnknown
Commercial lines depth
Has meaningful commercial P&C capabilities beyond personal lines.
UnknownUnknownUnknownUnknown
Specialty/E&S fit
Fits specialty, E&S, program, or non-admitted workflows.
UnknownUnknownUnsupportedUnknown
Configurable workflows
Allows business users or implementation teams to configure workflow and rules.
UnknownUnknownUnknownUnknown
Submission intake and normalization
Intake from brokers, portals, and email with enrichment, dedupe, and structured underwriting payloads.
UnknownUnknownNativeUnknown
FNOL and assignment
Digital FNOL, triage, loss location capture, and assignment to internal or external adjusters.
UnknownUnknownUnknownUnknown