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Enterprise data

Microsoft SQL Server
Managed AI Workflows.

Prepare reporting and data-investigation work with explicit metric definitions and reviewed database access.

THE OPPORTUNITY

Start where the work
gets held up.

A query can return plausible numbers while using the wrong date, business entity or join. AI needs the semantic context behind the tables.

Help analysts reach a verified answer faster while preserving database and reporting controls.

A WORKFLOW WORTH EXPLORING

Report discrepancy investigation

A report owner flags a difference between two approved figures.

Identify differences in filters, joins and aggregation, and prepare read-only diagnostic queries with stated assumptions.

WHERE JUDGMENT BELONGS

Make the review point explicit.

A database or reporting specialist reviews the queries and confirms the explanation against trusted results.

Work within the real constraints.

Confirm instance permissions, data sensitivity and workload limits. Diagnostics must not create uncontrolled load on operational databases.

Success needs
a useful measure.

Measure incorrect explanations, query review time, reconciliation effort and operational query impact.

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 SUPPORT

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.

DIY

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 ↗
DFY

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 WORK

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.