Verification that stands up to scrutiny
Two delivery modes — ad-hoc single lookups and bulk batch verification through the operator portal — over one evidence-first engine.
Capabilities
What the platform does
License verification
Physician licenses across 76+ countries. Country routes to the authoritative registry; state is a quality signal, never a hard gate.
Board certification
US board certification via ABMS member boards, with NPI-taxonomy eligibility gating and divergence flags against the license result.
Smart disambiguation
A profession gate plus deterministic rule tiers; an LLM picker runs only when candidates remain ambiguous. Every decision is recorded.
Evidence capture
Full-page screenshots and the complete registry response are persisted for every verification — for audit and forensics.
Bulk batches
Upload CSV/JSON, validate, and verify in the background with live per-row progress, review, export, and reversible archive.
Cost attribution
Real token and dollar spend per operation — LLM, proxy, and captcha — attributed to each verification, not estimated.
Workflow
The batch verification flow
Upload → validate → verify (queued) → disambiguate → optional board cert → review / export / archive.
- 1
Upload & validate
Drop a CSV or JSON file. Rows are parsed and validated; the batch moves from uploaded to ready.
- 2
Verify & disambiguate
A background worker verifies each row against the primary source, then disambiguates candidates with a full trail.
- 3
Review & export
Inspect results with evidence, resolve any needs-review rows, then export — or archive the batch (reversible).
Transparency
Honest, structured outcomes
Every row resolves to an explicit status. Nothing fails silently.
Confirmed against the authoritative registry.
Ambiguous — operator confirmation resolves it.
Single candidate too weak to auto-confirm.
No matching record at the primary source.
Source unreachable/erroring — safe to retry.
Verification could not complete.
Start verifying credentials with confidence
Run single lookups, bulk batches, or integrate the REST API. Evidence-backed results, attributed costs, no guesswork.
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