- Type
- not stated
- Format
- Tabular/relational claims and contract tables plus document-derived evidence links; notably exposed programmatically — 'Ariv Assistant Access' serves licensed data into Claude, ChatGPT and Copilot, returning engine-computed figures rather than model-generated text, which implies a queryable tool/API surface
- Volume
- est. national CMS reference layer plus client claims: 'authoritative CMS data' as a base implies the full national Medicare/Medicaid claims and market reference tables (multi-billion claim-line scale available publicly), with the proprietary slice being the graded, deduplicated, evidence-linked client rosters — plausibly millions of attributed lives across risk-bearing clients
- Users
- No public registry — early-stage B2B intelligence platform sold as seats plus actuarial engagements; est. a small set of risk-bearing organizational clients at a 3-person firm (client count not disclosed — request further research)
- History
- 2 years
- Update frequency
- not stated
- Growth
- Active and very early — a live, current product portfolio including a newly shipped assistant-access integration with major AI assistants, indicating an org in active build rather than maintenance
- Launched
- ~2025-2026 (organization record formed ~2026 with 3 staff; the assistant-access integration with Claude/ChatGPT/Copilot places the current product generation squarely in the 2025-2026 window)
- Delivery
- not stated
- Entity mapping
- not stated
- Sample
- not stated
- Point-in-time
- not stated
- Licence
- not stated