Start with a defined trigger
A business owner selects a process for AI assessment.
AI adoption planning
AI Opportunity Assessment:
AI Opportunity Assessment:
the workflow in practice.
Process candidate-to-opportunity brief
FROM INPUT TO HANDOFFA clear job
Explore the architecture behind the pattern ↗
A clear job
for every step.
This is a proposed workflow pattern. We confirm data access, permissions, integration options and review ownership with your team before implementation.
Do not invent savings or assume that every step benefits from AI. Some problems need cleaner data or simpler conventional automation first.
Assemble the right context
Collect verified process steps, volumes where available, current effort, data access and quality expectations.
Perform the bounded task
Identify candidate assistance points, required context, review gates and unresolved feasibility questions.
Review before taking action
Process and technical owners validate the proposal and decide whether a pilot is justified.
Deliver and record the result
Record the accepted opportunity and its assumptions before planning implementation.
Build an improvement loop
around real work.
Measure factual output quality, review effort, exception frequency and observed process improvement against a baseline.
Keep the input, relevant context, review decision and final result connected. When a reviewer corrects something, use that evidence to improve the instructions or integration, then validate the change against representative cases.
CHOOSE THE RIGHT SUPPORTBuild it. Build with us.
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.
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 ↗Work through it together.
Get everything in DIY, three months of workshops, weekly team sessions and direct implementation coaching.
Explore guided implementation ↗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 Pilot Evaluation
Prepare an evidence-based pilot review that compares useful results, review effort and failure cases with the original goal.
Explore this solution ↗START WITH YOUR WORKWhere is your team
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.