Factuality Testing

Catch AI hallucinationsbefore users do

Ensure your AI outputs are accurate. Domain experts fact-check your model to find errors that automated checks miss.

Factuality testing

Why teams choose FlexDuty for factuality

AI hallucinations erode trust. We help you find and fix them before they cause problems.

Domain experts

Find factual errors with specialists who understand context and nuance in healthcare, legal, STEM, and more.

Fast turnaround

Get results in days, not weeks. Deploy fact-checking at the speed of your development cycles.

Catch hallucinations

Identify plausible-sounding but false outputs before they erode user trust or cause harm.

Source verification

Experts check claims against reliable sources, flagging unsupported or incorrect statements.

Risk mitigation

Reduce liability from AI misinformation. Protect your reputation with verified accuracy.

Quality feedback

Rich, thoughtful feedback from qualified evaluators to build robust fact-checking into your pipeline.

How it works

From sample outputs to verified accuracy—fast, reliable fact-checking

01

Define what to test

Share sample outputs from your model. Tell us the domains and types of claims you need verified.

Define what to test
02

Match with fact-checkers

We connect you with domain experts who understand your content area and can identify subtle errors.

Match with fact-checkers
03

Review and verify

Experts fact-check outputs, flag hallucinations, and provide detailed feedback on accuracy issues.

Review and verify
04

Ship reliable AI

Use verified data to improve model accuracy. Launch AI products your users can trust.

Ship reliable AI
Get Started with FlexDuty

Ensure your AI is accurate

Stop hallucinations before they reach users. Get expert fact-checking for your AI outputs.

Start your project