AI for trusted, governed decisions.
Every decision has context.
The data behind it. The systems it runs through. The tacit knowledge people carry, and the institutions that quietly shape how work gets done.
Generic AI misses that context. We set out to study it. That study became a research practice.
That practice became Wamiri: an applied AI company building AI for the decisions that matter most.
The teams we studied weren't short of judgment. Their technology just couldn't see the context behind it.
Finance leads reconciling across three systems. Operations teams navigating document workflows by hand. People making high-stakes decisions on infrastructure never designed for it.
That's not an isolated case. It's a pattern across industries and institutions. And in regulated work, a decision you can't trace is one you can't defend.
That research became ALK.
A decision intelligence platform for finance and operations teams. It learns the real shape of the work: the data, the systems, the tacit knowledge people carry. Every output is traceable and ready for sign-off.