Semantic metrics and governance Owned definitions for loss ratio, combined ratio, retention, and cohort metrics. | Unsupported Semantic metrics and governance: not positioned as core on prefect.io for typical P&C paths, or unknown—verify. Market‑map placeholder only—treat support level as unverified until researched. | Native Semantic metrics and governance: positioned as native or first‑class on snowflake.com. Seeded comparison value; corroborate with docs or implementation references. |
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 prefect.io. Market‑map placeholder only—treat support level as unverified until researched. | Unsupported Warehouse and lake foundations: not positioned as core on snowflake.com for typical P&C paths, or unknown—verify. Seeded comparison value; corroborate with docs or implementation references. |
Insurance KPI templates Starter dashboards for underwriting, claims, distribution, and actuarial handoffs. | Unsupported Insurance KPI templates: not positioned as core on prefect.io for typical P&C paths, or unknown—verify. Market‑map placeholder only—treat support level as unverified until researched. | Native Insurance KPI templates: positioned as native or first‑class on snowflake.com. Seeded comparison value; corroborate with docs or implementation references. |
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 prefect.io. Market‑map placeholder only—treat support level as unverified until researched. | Native Self-service analytics governance: positioned as native or first‑class on snowflake.com. Seeded comparison value; corroborate with docs or implementation references. |
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 prefect.io. Market‑map placeholder only—treat support level as unverified until researched. | Unsupported Actuarial-grade exports: not positioned as core on snowflake.com for typical P&C paths, or unknown—verify. Seeded comparison value; corroborate with docs or implementation references. |
Near-real-time operations analytics Streaming joins for FNOL, quoting, and service with freshness service levels. | Native Near-real-time operations analytics: positioned as native or first‑class on prefect.io. Market‑map placeholder only—treat support level as unverified until researched. | Unsupported Near-real-time operations analytics: not positioned as core on snowflake.com for typical P&C paths, or unknown—verify. Seeded comparison value; corroborate with docs or implementation references. |
MLOps for insurance models Drift monitoring, approval workflows for model changes, and reproducibility. | Partial MLOps for insurance models: often partial, partner‑mediated, or LOB‑specific—confirm on prefect.io. Market‑map placeholder only—treat support level as unverified until researched. | Partial MLOps for insurance models: often partial, partner‑mediated, or LOB‑specific—confirm on snowflake.com. Seeded comparison value; corroborate with docs or implementation references. |
Data quality and observability Profiling, anomaly alerts, and reconciliation to operational cores. | Native Data quality and observability: positioned as native or first‑class on prefect.io. Market‑map placeholder only—treat support level as unverified until researched. | Native Data quality and observability: positioned as native or first‑class on snowflake.com. Seeded comparison value; corroborate with docs or implementation references. |