Insights
Governance
2 articles tagged Governance.
9 April 2026 · 4 min · QAI Labs engineering
Why we make agent control flow a graph, not a conversation
Emergent orchestration is the fastest way to a working prototype and the slowest way to something a supervised process can adopt. What we do instead, and where we still let the model decide.
15 January 2026 · 3 min · QAI Labs engineering
The handover problem, or what "done" means on an AI engagement
A system that only its builders can operate is not finished. What we hand over, how we test that the handover worked, and why we write the exit plan at the start.
Start with the constraint.
Most of these projects are shaped by what you cannot do rather than what you want. Data that cannot leave the estate, a model you cannot host with a third party, a decision somebody has to justify to a regulator. Tell us yours and we will say honestly whether we can work inside it.