How we actually build at Circit.
Architecture, security, ML, and the slow craft of moving audit evidence between people who don't know each other. Written by the engineers doing the work — no marketing in the bloodstream.
The LLM should be the smallest part of your AI audit system
A bounded architecture for AI in regulated audit workflows — and why the language model belongs in the last mile, not the core.
VP Eng, Circit Engineering
Architecture, services, the systems that move evidence.
Architecture
How the platform is shaped and why.
Security
Compliance, controls, threat model, incidents.
Research
ML, statistical methods, novel signals.
Product
What we shipped, how it lands with auditors and banks.
Opinion
Points of view from people doing the work.
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