← Putting AI to work in the business
"We have AI opportunities and executive interest — but not enough business, workflow, ownership, feasibility, or risk evidence to know which use case deserves investment."
Select a use case, investigate further, define, defer, redirect, or stop — decided by the accountable business owner, on evidence.
We clarify the business-owned opportunity, establish the workflow and value baseline, set the decision criteria, and determine which use case — if any — has enough value, ownership, feasibility, and control to justify the next investment. The starting point is your business workflow and decision, not an AI tool or vendor demo.
A fit when: an accountable business sponsor and relevant stakeholders are accessible, the opportunity ties to a real workflow or outcome, and you can accept that no pilot may be justified.
Not a fit when: there's no business owner, the work is technology-led experimentation without decision authority, or a predetermined platform or pilot excludes material constraints.
An opportunity and use-case frame · the business-owner and sponsor model · a workflow and current-state baseline · a value/KPI hypothesis · feasibility, risk, and evidence gaps · an option comparison · the opportunity-selection decision record.
It limits technology-first experimentation by requiring explicit ownership, a baseline, and a justified next gate — before anything gets built.
A bounded opportunity-selection decision engagement — not a guaranteed business case or an ROI study.
Internal action, targeted evidence or feasibility work, Use-Case & Pilot Definition, another provider, defer, or stop.
Senior product and technology judgment across enterprise delivery and innovation contexts — and a working boundary we apply to ourselves: AI and agents assist bounded work; consequential decisions stay with accountable people.
Put AI to work with confidence See if this fits your situation