Your team owns the build.
Learn through courses, practical training and workshops. Get feedback as you apply the lessons to your own project.
Explore courses and workshops ↗Prepare reporting and data-investigation work with explicit metric definitions and reviewed database access.
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 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.
A database or reporting specialist reviews the queries and confirms the explanation against trusted results.
Confirm instance permissions, data sensitivity and workload limits. Diagnostics must not create uncontrolled load on operational databases.
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 ↗The workflow stays centered on your business. The engagement determines who learns, implements and operates it.
Learn through courses, practical training and workshops. Get feedback as you apply the lessons to your own project.
Explore courses and workshops ↗Get everything in DIY, three months of workshops, weekly team sessions and direct implementation coaching.
Explore guided implementation ↗Include all the learning and guidance, with ownership of agreed operations and major implementation decisions.
Explore managed delivery ↗Looking for a course, help with a difficult problem, or someone to build a solution? Tell us where you are and what you'd like to do next.