Deterministic Audits
If you are checking every AI output by hand, you have not built an autonomous system. You have built a homework generator.
An agent runs overnight. Processes 200 documents. Generates 50 summaries. Files 30 tickets. You wake up to a clean inbox.
But how do you know the summaries were accurate? If you check every output by hand, you have not built an autonomous system. You have built a homework generator.
Deterministic audits: automated quality checks that run alongside the agent, scoring outputs against predefined criteria in real time. A heartbeat monitor for agentic infrastructure.
We check three things: structural compliance (did it follow the template?), factual grounding (did it cite real sources?), and coherence (does the output hold together?).
Trust is built on verified quality, not output volume.