Use-case economics before tool selection
The first decision is where AI can remove cost, shorten a cycle, or improve a decision. We score each candidate against data access, business value, risk, and ownership before recommending a model or platform. That work becomes a focused AI strategy roadmap with ranked use cases and delivery decisions.


















