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How NXTG.AI Verified 10,000 AI Claims in One Week
Context
NXTG.AI runs an internal portfolio called ASIF — eight autonomous agent teams executing over 100 directives simultaneously. At that scale, AI-generated code, documentation, and claims are produced faster than any human team can review.
Challenge
With 8 AI teams generating thousands of outputs per day, there was no reliable way to verify whether AI-generated content — code comments, technical documentation, architectural claims — was factually accurate. Manual spot-checks covered less than 5% of output volume.
Solution
Faultline was deployed across all 8 teams and integrated directly into the CI pipeline. Every AI-generated output triggers an automated verification scan before merge. With support for 5 AI providers and over 1,000 verification rules, coverage went from 5% to 100%.
Results
- 10,000+ AI claims verified across 100+ directives
- 94% verified accuracy rate across all AI provider outputs
- 100x faster than manual review — under 3 seconds per claim
- $0 additional cost — dogfooded on the internal Pro plan
“We built Faultline because we needed it ourselves. When you have 8 AI teams generating thousands of outputs per day, manual verification is impossible.”
What Teams Are Saying
“Before Faultline, every AI-generated report needed a human review pass. We were spending 40 hours a week just validating outputs. Now it takes under an hour.”
“The accuracy rate is what sold us. We run regulatory compliance documents through five AI providers, and Faultline catches discrepancies before they reach our legal team.”
“We integrated Faultline into our CI pipeline in a single afternoon. Now every AI-generated doc is verified before merge. Our trust in AI outputs went from 60% to north of 90%.”
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