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 ↗Operational databases
Airtable
Airtable
Managed AI Workflows.
Prepare structured intake and exception work for Airtable bases without weakening the rules behind your operations.
THE OPPORTUNITYStart where the work
Start where the work
gets held up.
Flexible records make it easy to collect data inconsistently. AI assistance should normalize the input and expose uncertainty before it becomes operational data.
Give record owners a reviewed proposal with clear evidence and a controlled update path.
A WORKFLOW WORTH EXPLORING
Unstructured request-to-record preparation
A coordinator submits an incoming request to an approved intake queue.
Extract proposed field values, identify likely linked records and list missing details rather than inventing required information.
WHERE JUDGMENT BELONGS
Make the review point explicit.
The coordinator validates identity matches, required fields and any downstream action before approving creation or update.
Work within the real constraints.
Confirm base permissions, existing automations and identifier conventions. A record update may trigger other work, so assess those consequences first.
Success needs
a useful measure.
Track field corrections, duplicate creation, broken links and downstream exceptions caused by incomplete intake.
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 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.
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 ↗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.