Verisim Health
Verisim Health generates synthetic healthcare member records calibrated to public benchmarks, with Medicare Advantage available now.
What Verisim Health is
Verisim Health generates synthetic healthcare member records calibrated to public benchmarks, with Medicare Advantage available now. Its panel includes eligibility, medical and pharmacy claims, revenue, encounters, laboratory results, ADT events, and member journeys. The files join on member_id and are generated from the same synthetic clinical history. They are intended for internal analytics, benchmarking, research, model development and validation, software development, testing, and product demonstrations. Each dataset includes a credibility audit comparing metrics with cited public benchmarks. The records are computer-generated and contain no real patients, PHI, or information derived from actual individuals or claims. The free sample covers 5,000 Medicare Advantage members for 2024–2026 across all eight domains, with a full report bundle and a 24 MB download in Parquet or CSV; Parquet is the default. The Complete panel contains 100,000 members for the same period and domains, with a report bundle, for $5,000 one-time per release. Data reflects aggregate national benchmarks rather than any one plan’s specific characteristics. It cannot be redistributed or used for clinical, regulatory, rate-setting, claims-adjudication, or other real-world production decisions.
Good
- Covers eight Medicare Advantage data domains.
- Files join on member_id and share a synthetic clinical history.
- Each dataset includes a credibility audit.
- Free sample includes 5,000 members and all eight domains.
- Available in Parquet or CSV.
Watch out
- Current data reflects national aggregates, not individual plan characteristics.
- Data cannot be redistributed or used for real-world production decisions.
- Commercial, Medicaid, ACA, and Medicare FFS offerings are roadmap items.
Who it suits
Verisim Health is intended for payers, providers, value-based-care teams, health-tech companies, and actuaries needing synthetic data for internal analysis, development, testing, or demonstrations. It does not suit real-world production decisions or redistribution.
Verdict
Verisim Health provides synthetic Medicare Advantage records across multiple linked domains, with a free sample and a paid full panel. Its use is restricted to non-production purposes, and its benchmarks do not reproduce the specifics of individual plans.
Plans and prices
From Verisim Health's own pricing page, checked 8 Oct 2001.
| Plan | Price | What it gives you |
|---|---|---|
| Free sample | Free | 5,000 Medicare Advantage members · 2024–2026 · all 8 domains · full report bundle · 24 MB download · $0 |
| Complete panel | $5,000, paid once | 100,000 Medicare Advantage members · 2024–2026 · all 8 domains · full report bundle · $5,000 one-time, per release |
The facts
Each one read from Verisim Health's own pages, with the date it was checked.
What it does
- Benchmark audit
- Each dataset ships with a credibility audit comparing metrics to cited public benchmarks.checked 8 Oct 2001
- Current availability
- Commercial, Medicaid, ACA, and Medicare FFS lines of business are described as roadmap or expanding offerings.checked 8 Oct 2001
- Current limitation
- The FAQ says the data is calibrated to aggregate national benchmarks and does not reproduce any single plan's idiosyncrasies.checked 8 Oct 2001
- Data domains
- The Medicare Advantage panel includes eligibility, medical claims, pharmacy, revenue, encounters, labs and results, ADT events, and member journeys.checked 8 Oct 2001
- Data joins
- The files join on member_id and are generated from the same underlying synthetic clinical history.checked 8 Oct 2001
- File formats
- The free sample can be downloaded as Parquet or CSV, with Parquet the default.checked 8 Oct 2001
- Intended users
- The site identifies payers, providers, value-based-care teams, health-tech companies, and actuaries as intended users.checked 8 Oct 2001
- Support
- The site directs licensing questions and support inquiries to [email protected].checked 8 Oct 2001
- Supported workflows
- The data is intended for internal analytics, benchmarking, research, model development and validation, software development, testing, and product demonstrations.checked 8 Oct 2001
- Synthetic data and PHI
- The datasets are computer-generated and contain no real patients, PHI, or records derived from actual individuals or claims.checked 8 Oct 2001
- Use restrictions
- The dataset may not be redistributed or used for clinical, regulatory, rate-setting, claims-adjudication, or other real-world production decisions.checked 8 Oct 2001
- What it provides
- Verisim generates synthetic healthcare member records calibrated to public benchmarks, with Medicare Advantage available now.checked 8 Oct 2001
The company
- Maker description
- The maker describes Verisim as an early, mostly solo project built by an actuary and is keeping their name private for now.checked 8 Oct 2001
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