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 ↗Data platforms
PostgreSQL
PostgreSQL
Managed AI Workflows.
Prepare data-quality and query-review assistance using documented schemas, representative evidence and database-owner approval.
THE OPPORTUNITYStart where the work
Start where the work
gets held up.
AI-generated queries can misunderstand table meaning or be expensive to run. The schema alone does not explain business semantics or operational constraints.
Give analysts reviewable query proposals and data-quality findings without granting autonomous database changes.
A WORKFLOW WORTH EXPLORING
Business question-to-reviewed-query
An analyst submits a defined question against an approved reporting dataset.
Draft a read-only query and explain joins, filters and assumptions. Identify missing definitions before producing a misleading metric.
WHERE JUDGMENT BELONGS
Make the review point explicit.
A qualified reviewer checks correctness and execution cost in a controlled environment before the query is used.
Work within the real constraints.
Confirm role permissions, reporting replicas and execution limits. Keep generated queries away from production write authority.
Success needs
a useful measure.
Measure incorrect joins, metric discrepancies, review effort and execution cost against the accepted baseline.
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.