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AI adoption planning

AI Pilot Evaluation:
plan the implementation.

Help stakeholders decide what to improve, expand or stop based on representative evidence.

DISCOVERY

Answer the questions
that shape the build.

Was the sample representative? Which errors matter most? What evidence would justify broader use?

Do not hide failed examples or imply statistical confidence beyond the sample. Include the cost of human review in the assessment.

We use these answers to agree on integration boundaries, responsible reviewers, access controls and a definition of done. The proposal identifies dependencies and what is included before implementation begins.

FIRST IMPLEMENTATION

Prove the useful part.
Then expand deliberately.

Evaluate a bounded pilot with a held-out example set and independent reviewer checks.

Measure the result

Measure accepted output quality, review time, missed exceptions and stability across different input types.

Prepare for everyday operation

Record the decision and update the workflow only through the agreed change process.

Document the owner, support path and recovery procedure. Define how the workflow behaves when information is incomplete, access fails or a reviewer declines the proposed result. Agree on what needs fresh validation after a model or integration change.

CHOOSE THE RIGHT SUPPORT

Build it. Build with us.
Or have us manage it.

The workflow stays centered on your business. The engagement determines who learns, implements and operates it.

DIY

Your team owns the build.

Start with AI workflow training and the Factory Line source package. Workshop support is available when you need feedback.

Explore the $2,500 package ↗
DFY

We manage the foundation.

Include all the learning and guidance, with ownership of agreed operations and major implementation decisions.

Explore managed delivery ↗
CONNECTED OPPORTUNITIES

AI Opportunity Assessment

Prepare a practical assessment of where AI may help, what it needs and which work should remain under direct human control.

Explore this solution ↗
START WITH YOUR WORK

Where is your team
doing too much by hand?

Bring a process, a bottleneck, or an idea. We'll help you decide what to automate, what to keep under human review, and where to begin.