Governed Analytics
When every off-dashboard question becomes an analyst ticket, we build governed answer workflows with approved data scopes, visible SQL, business definitions, and validation before rollout.
What changes for your team
When every operational question requires a data engineer to write custom SQL, decision-making slows and data teams become a queue. We implement governed answer workflows so approved users can ask recurring questions without bypassing controls.
Generic text-to-SQL tools can join the wrong tables, use the wrong business definition, or ignore permission boundaries. Our systems use approved semantic context, verified joins, visible SQL, and validation questions before teams rely on the output.
Supported questions can produce SQL for inspection, result tables, charts where useful, and an explanation. Ambiguous, unsupported, or out-of-scope questions should be flagged rather than forced into an answer.
We agree on hosting, supported database connections, read-only permissions, and user access rules. Query permissions are enforced and tested at the relevant layers; model context, returned results, logs, and retention are reviewed separately.
How it works
Agree on the work, information, business rules, user roles, desired output, and what the AI is allowed to do.
Bring in only the approved documents, records, business data, control libraries, or playbooks needed for the task.
Give your team findings, matrices, notes, data-backed answers, or work queues with sources and clear reasons for exceptions.
Track edits, accuracy, time saved, exception quality, and adoption before applying the system to more work.
FAQ
A workflow can query an existing database without migrating it. Query results, schema context, logs, and model requests may still be processed elsewhere, so the complete data flow is agreed before use.
We assess the schema, table relationships, business definitions, and available documentation, then test representative questions. Complex or ambiguous questions may need clarification or a narrower scope.
Technology partnership
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