Start with a defined trigger
A report owner flags a difference between two approved figures.
Enterprise data
Microsoft SQL Server:
Microsoft SQL Server:
the workflow in practice.
Report discrepancy investigation
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 instance permissions, data sensitivity and workload limits. Diagnostics must not create uncontrolled load on operational databases.
Assemble the right context
Collect permitted query definitions, relevant schema documentation, reporting periods and business-rule definitions.
Perform the bounded task
Identify differences in filters, joins and aggregation, and prepare read-only diagnostic queries with stated assumptions.
Review before taking action
A database or reporting specialist reviews the queries and confirms the explanation against trusted results.
Deliver and record the result
Document the accepted cause and route any report change through its established review process.
Build an improvement loop
around real work.
Measure incorrect explanations, query review time, reconciliation effort and operational query impact.
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.