Blog
Research, engineering deep-dives and compliance playbooks from the team building the verification layer for enterprise AI.
The outputs most likely to slip past human reviewers are not the obviously broken ones — they are the confident, well-written answers that happen to be wrong. Here is how independent scoring changes the equation for regulated teams.
The Factlace Team · June 2026 · 8 min read
A practical mapping from regulatory obligations to the controls, logs and scores your AI systems need to produce.
The Factlace Team · June 2026 · 6 min read
How we're thinking about the architecture — caching, parallel checks and the trade-offs involved in keeping the Factlace Score fast.
The Factlace Team · May 2026 · 7 min read
A framework we recommend for moving from a stalled pilot to an approved, auditable rollout.
The Factlace Team · May 2026 · 5 min read
What each of the four sub-scores measures, how they are weighted, and how to set thresholds for your risk appetite.
The Factlace Team · April 2026 · 6 min read
Our take on how verification could fit customer service, KYC and internal knowledge workflows in a regulated bank.
The Factlace Team · April 2026 · 9 min read
Moving beyond anecdotes to a repeatable, defensible methodology for quantifying AI reliability.
The Factlace Team · March 2026 · 7 min read
