The useful work is turning uncertainty into specific decisions.
Buyer problem
What I do
What you get
Buyer problem
Too many AI ideas are competing for attention.
What I do
Evaluate opportunities against business value, feasibility, risk, ownership, and time to evidence.
What you get
prioritized opportunity map and executive decision criteria
Buyer problem
Vendor claims are difficult to compare.
What I do
Separate workflow value from the platform pitch and test fit against the organization’s real constraints.
What you get
vendor scorecard and build, buy, or avoid recommendation
Buyer problem
A promising pilot has to work inside real operations.
What I do
Work alongside operators and technical teams to integrate the system, tighten the UX, and create an evaluation loop.
What you get
working pilot, implementation evidence, and production path
Buyer problem
Tools are available, but adoption is inconsistent.
What I do
Define safe defaults, reusable team workflows, training, ownership, and a practical adoption review.
What you get
governed rollout, enablement plan, and adoption signals