Semantic metrics and governance Owned definitions for loss ratio, combined ratio, retention, and cohort metrics. | Native Semantic metrics and governance: positioned as native or first‑class on airflow.apache.org. Market‑map placeholder only—treat support level as unverified until researched. | Partial Semantic metrics and governance: often partial, partner‑mediated, or LOB‑specific—confirm on sas.com. Curated seed aligned to vendor documentation; re‑validate before RFP reliance. |
Warehouse and lake foundations Modern lakehouse patterns, change data capture, partitioning, and cost controls. | Native Warehouse and lake foundations: positioned as native or first‑class on airflow.apache.org. Market‑map placeholder only—treat support level as unverified until researched. | Unsupported Warehouse and lake foundations: not positioned as core on sas.com for typical P&C paths, or unknown—verify. Curated seed aligned to vendor documentation; re‑validate before RFP reliance. |
Insurance KPI templates Starter dashboards for underwriting, claims, distribution, and actuarial handoffs. | Partial Insurance KPI templates: often partial, partner‑mediated, or LOB‑specific—confirm on airflow.apache.org. Market‑map placeholder only—treat support level as unverified until researched. | Native Insurance KPI templates: positioned as native or first‑class on sas.com. Curated seed aligned to vendor documentation; re‑validate before RFP reliance. |
Self-service analytics governance Certified datasets, row-level security, and personally identifiable information masking for explorers. | Native Self-service analytics governance: positioned as native or first‑class on airflow.apache.org. Market‑map placeholder only—treat support level as unverified until researched. | Partial Self-service analytics governance: often partial, partner‑mediated, or LOB‑specific—confirm on sas.com. Curated seed aligned to vendor documentation; re‑validate before RFP reliance. |
Actuarial-grade exports Triangle support, reserving extracts, and GAAP or IFRS friendly feeds with lineage. | Partial Actuarial-grade exports: often partial, partner‑mediated, or LOB‑specific—confirm on airflow.apache.org. Market‑map placeholder only—treat support level as unverified until researched. | Native Actuarial-grade exports: positioned as native or first‑class on sas.com. Curated seed aligned to vendor documentation; re‑validate before RFP reliance. |
Near-real-time operations analytics Streaming joins for FNOL, quoting, and service with freshness service levels. | Partial Near-real-time operations analytics: often partial, partner‑mediated, or LOB‑specific—confirm on airflow.apache.org. Market‑map placeholder only—treat support level as unverified until researched. | Native Near-real-time operations analytics: positioned as native or first‑class on sas.com. Curated seed aligned to vendor documentation; re‑validate before RFP reliance. |
MLOps for insurance models Drift monitoring, approval workflows for model changes, and reproducibility. | Unsupported MLOps for insurance models: not positioned as core on airflow.apache.org for typical P&C paths, or unknown—verify. Market‑map placeholder only—treat support level as unverified until researched. | Unsupported MLOps for insurance models: not positioned as core on sas.com for typical P&C paths, or unknown—verify. Curated seed aligned to vendor documentation; re‑validate before RFP reliance. |
Data quality and observability Profiling, anomaly alerts, and reconciliation to operational cores. | Partial Data quality and observability: often partial, partner‑mediated, or LOB‑specific—confirm on airflow.apache.org. Market‑map placeholder only—treat support level as unverified until researched. | Unsupported Data quality and observability: not positioned as core on sas.com for typical P&C paths, or unknown—verify. Curated seed aligned to vendor documentation; re‑validate before RFP reliance. |