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AI adoption planning

AI Pilot Evaluation
Managed AI Workflows.

Prepare an evidence-based pilot review that compares useful results, review effort and failure cases with the original goal.

THE OPPORTUNITY

Start where the work
gets held up.

A few impressive outputs do not establish whether a workflow is reliable enough for routine use.

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

A WORKFLOW WORTH EXPLORING

Pilot checkpoint-to-evaluation packet

A pilot owner approves a review period and evaluation set.

Summarize results and failure patterns, separating observed performance from projections.

WHERE JUDGMENT BELONGS

Make the review point explicit.

Business and technical owners verify the analysis and approve the next scope or corrective work.

Work within the real constraints.

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

Success needs
a useful measure.

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

Before expanding the workflow, compare the result with the current process. Include review effort and exceptions in that comparison so the improvement reflects the team's actual experience.

Read the implementation guide ↗
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.