Product and evidence workflows
Turning claim checking into a repeatable workflow for people who need evidence trails, not black-box answers.
Team
A small team building evidence-first verification tools.
Evidrai is intentionally early and focused. The work now is to prove the product with selected users, tighten the verification workflow, and build only the capabilities that make evidence easier to inspect.
Verification architecture
Building the API, persistence, scoring, source classification, and report model that make assessments inspectable.
Early-access learning loop
Using tester feedback to harden verdict behaviour, source handling, UI clarity, and researcher/journalist capability.
How we build
Controlled early access, not hype-cycle theatre.
The product is being shaped around practical verification use cases: claims, articles, transcripts, reports, source trails, and feedback that can become regression tests.
Be honest about limitsDo not confuse admin rights with product tiersDo not sell future capability as live capabilityPrefer inspectable evidence over confident theatre