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Agent Readiness & Roadmap

Which processes an agent can own, which need a human in the loop — scored honestly.

Process-by-process agent suitability scoringHonest "not yet" calls where risk outweighs gainHuman-in-the-loop design for judgement-heavy workROI model per candidate processA sequence you can start next month
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The Question Is Not "Can We Use AI Agents?" — It Is "Where, and In What Order?"

Every operation has processes where an agent would pay back in weeks, processes where it would pay back eventually, and processes where deploying one today would be an expensive mistake. Telling these apart before you spend is the whole game. Our readiness engagement maps your operational processes and scores each on the dimensions that actually predict agent success: input variability, decision complexity, error cost, reversibility, volume, and how cleanly the boundary between agent judgement and human judgement can be drawn.

You Will Hear "Not Yet" Where It Is True

Part of what you are buying is the willingness to say no. Some processes score out as: keep it deterministic — rules are cheaper and fully predictable. Some score as: agent with a human approving every action, until trust is earned. Some score as: leave it human, the judgement is the job. We would rather lose scope on the roadmap than put your name on an agent operating where it should not — the engagement is measured on your outcomes, and a wrongly-placed agent is a cost, not a deliverable.

How the Engagement Runs

  1. Operational immersion: structured sessions with the people who run each process — what actually arrives, what actually goes wrong, where the judgement really sits.
  2. Suitability scoring: every candidate process scored on the agent-readiness dimensions, with the reasoning written down and challengeable.
  3. Boundary sketches: for the top candidates, a first draft of the agent's decision boundary — what it would own, prepare, and escalate.
  4. ROI-sequenced roadmap: a build order by payback speed and risk, with a quantified model per process that your board can interrogate.

When You Need This

If different teams are experimenting with AI tools independently and nothing is compounding; if you have budget appetite but no defensible answer to "why this process first"; if a previous automation effort stalled because it was scoped on enthusiasm rather than evidence — a readiness engagement replaces opinion with a scored, sequenced plan. It stands alone: implement with us, in-house, or with someone else, the roadmap is yours either way.

Grounded in Delivery, Not Slideware

The people scoring your processes are the same senior engineers who build and supervise agents in production — their estimates of feasibility, build time, and running cost come from systems they personally stand behind, not from analyst reports. And every project we take on, large or small, goes through our weekly all-engineers review — so the roadmap you receive has been argued over by the whole team, not just the consultant who wrote it.

Frequently Asked Questions

It is narrower and more accountable. We are not producing a vision deck about AI in your industry — we are scoring specific processes for agent suitability, drafting the actual decision boundaries, and sequencing a build order with quantified payback per process. Every claim in the roadmap is one we would be willing to deliver against ourselves, which is a discipline generic strategy work does not have to meet.

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