A measured baseline
Where the time and cost go today, step by step, from observation rather than estimates — the number every later result is measured against.
AI Product Studio · Process transformation
Jobs to Be Done analysis. Find the work worth giving to AI.
Before anything is built, we find out what your people and customers are actually trying to get done, measure what it costs today, and rank where AI would create the most value — each opportunity with a business case your board can check.
Why start here
Most AI projects start from a tool. This one starts from the work, and from the value at stake.
A demo impresses, a model gets picked, and the team goes looking for a problem. The result is often a feature nobody asked for, automating a step that was never the bottleneck, with no way to say what it returned.
Jobs to Be Done starts at the other end: the outcome a person is trying to achieve, the steps they take to get there, and what gets in the way. Paired with time-and-motion measurement, it shows where the hours and the money really go — so AI is aimed at the work where it pays, and the return can be measured against a real baseline.
How we do it
Interview, observe, measure, rank.
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Jobs to Be Done interviews
Structured conversations with the people doing the work, and the customers they serve, about the outcome they need, how they get it today, and what makes it hard.
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Time-and-motion study
The process observed and measured as it actually runs: each step, handoff, wait, and rework loop, and how long each one takes.
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Process and value map
The end-to-end flow on one page: the jobs, the systems and data each step depends on, and what each step costs.
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Opportunity ranking
Every candidate for AI scored on the value it would create, the risk it carries, the data it needs, and what it would take to build.
What you get
A business case, not a slide of ideas.
Ranked AI opportunities
Each with its expected value, its risks, and what it depends on, in terms a CFO and a board can weigh.
A roadmap
What to automate, what to augment with AI, and what to leave alone — in the order that returns value soonest.
A scoped first build
The top opportunity, scoped and ready to build with the AI Product Studio or your own team, with its success measure already agreed.
On site or remote
Time-and-motion work is best done where the work happens, so we can come to you. The scope, including any time on site, is agreed in the statement of work before we start.
Who it’s for
Operators, executives, and investors who know AI should change how the work gets done — but not yet where it will pay off, or who have tried tools and can’t point to what they returned.