Start with a defined trigger
An analyst submits a defined question against an approved reporting dataset.
Data platforms
PostgreSQL:
PostgreSQL:
the workflow in practice.
Business question-to-reviewed-query
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.
Confirm role permissions, reporting replicas and execution limits. Keep generated queries away from production write authority.
Assemble the right context
Provide permitted schema definitions, business metric definitions, sample shapes and query-cost constraints. Exclude sensitive values unless required and authorized.
Perform the bounded task
Draft a read-only query and explain joins, filters and assumptions. Identify missing definitions before producing a misleading metric.
Review before taking action
A qualified reviewer checks correctness and execution cost in a controlled environment before the query is used.
Deliver and record the result
Save the accepted query with its metric definition and verification notes in the team's reporting repository.
Build an improvement loop
around real work.
Measure incorrect joins, metric discrepancies, review effort and execution cost against the accepted 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 ↗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.