AI agents are fast, confident, and wrong often enough to matter. Meerkat catches fabricated adverse event rates, misquoted trial data, and inaccurate label claims before they reach an FDA submission or a pharmacovigilance report.
Get StartedThe AI reported the primary endpoint result using data from a secondary endpoint. The number was real, pulled from the correct table, but assigned to the wrong outcome measure. Layer 1 sees matching data. Layer 2 understands which endpoint is which.
The AI summarized four adverse events. The CSR lists six above the 5% threshold. The two missing events had the highest severity ratings. The summary was technically accurate about what it included and dangerously incomplete about what it left out.
Efficacy reported for the full intention-to-treat population, but the number came from the per-protocol subgroup. Higher efficacy, smaller denominator, different clinical meaning. The AI merged two populations without noting the distinction.
The AI described a result as clinically meaningful when the trial only demonstrated statistical significance. A p-value of 0.04 with a minimal clinically important difference that was not met. The qualifier changes the regulatory interpretation entirely.
Recommended dosing stated as once daily when the approved label specifies twice daily. The milligram amount was correct. The total daily exposure was half of what was studied in the pivotal trial.
Every AI interaction is logged, scored, and traceable. Not a monthly report. Continuous, automated oversight.
Every verification produces a signed record: what was checked, what passed, what was flagged, how it was resolved. Exportable for regulatory review.
Every AI agent in your environment is registered, authenticated, and monitored. Full lifecycle governance for every AI agent.
Real-time status of every AI agent. If an agent goes silent, drifts from its baseline, or behaves anomalously, you know immediately.
Audit trails structured for regulatory inspection. Complete provenance for every AI-generated summary, analysis, and safety report in the eCTD package.
Dashboard showing verification rates, flag rates, resolution times, and trust score trends across your entire AI fleet. No manual log pulling.
Meerkat's continuous monitoring maps to emerging AI management system standards, providing the infrastructure between Big Four audits.
Pre-anonymized trial data. Zero retention. 5 minutes.
Runs inside your regulatory affairs infrastructure. Patient-level data stays internal.
Air-gapped. For pre-submission review and confidential clinical data.
Free tier. 10,000 verifications/month. No credit card.