Comparison · global CRO & data/analytics provider
An auditable, white-label IQVIA feasibility alternative.
IQVIA is a global CRO and data powerhouse with feasibility and study-planning offerings bundled into broader services. If you want a focused, cited, re-runnable feasibility verdict you control — without buying into a full-service engagement — here is how we compare.
| Capability | IQVIA | Clinical AI OS |
|---|---|---|
| Typical turnaround per protocol | Varies (service-dependent) | Hours |
| Every number cited to a public source | ||
| Deterministic, re-runnable scorers | ||
| 21 CFR Part 11 tamper-evident audit chain on every run | ||
| White-label + run in your own cloud account | ||
| Self-hosted inference — protocols never sent to a third-party model | ||
| Pricing model | Service / enterprise | Per-run + platform plan |
Where IQVIA is strong
IQVIA offers enormous scale, proprietary real-world data assets, and end-to-end clinical services. If you are outsourcing the whole study, that integrated breadth is a genuine strength.
Where we differ
- A focused feasibility verdict you own and can embed in your own bid pipeline via API/MCP — not a service engagement.
- Full citation provenance and deterministic scorers, so the number survives a sponsor challenge.
- Part 11 audit export per run, and the ability to run in your own cloud account.
- Self-hosted inference: protocols never leave to a third-party model, and we never train on your data.
This comparison reflects our understanding of typical offerings and is provided in good faith; vendor capabilities change, so verify current details with each provider. All product names, logos, and trademarks are the property of their respective owners and are used for identification only.
See a cited verdict against your own protocol.
Send us a protocol. We'll return a fully cited feasibility verdict you can trace, line by line, back to public data — yours to white-label, defend in a bid, or hand to a regulator.