Methodology
Four frameworks we ship by.
PRISM: a repeatable operating lens for AI systems in production
Five checks — prompt, retrieval, inference, surface, monitoring — every production AI workflow walks through.
TALPRO-IQ: the hiring-grade evals we ship for AI sourcing systems
A quantified evaluation protocol for any AI system that touches a hiring decision.
Constitution v8.1: the invariants layer that binds agentic systems at runtime
How to make an AI agent refuse a bad instruction without a human in the loop.
Prahari: a watchdog pattern for AI systems that must not silently drift
The loop of audit → remediate → re-audit, automated, so your AI surface stays live-ready without human polling.