Align business metrics
Govern definitions for exposure, NPA, revenue and active customer so dashboards and agents resolve the same meaning.
Banking / Banking & Financial Services Intelligence
Give every banking answer a defensible foundation.
Align Risk, Finance, Product and Compliance around governed definitions and evidence-linked answers across existing banking data.
Decision pathway
From connected sources to a reviewed answer
01
Connected sources
Existing data catalogsCore banking & warehousesPower BI & Tableau definitions
02
Shared meaningDefinitions + relationships + context
03
Evidence review
A business question this workflow can support“What was our retail NPA ratio by region under the definition Finance approved?”
Workflow overview · not a customer outcome
The business challenge
Disconnected evidence.
Connected decisions.
Exposure, NPA, revenue and active customer can mean different things in different reports. Unclassified sensitive data and AI answers without lineage make those differences harder to defend.
What your team gains
- 01Consistent meanings across banking teams
- 02Traceable regulatory and management figures
- 03Human review of governance exceptions
Use cases
Built for the decisions
your team makes.
Trace regulatory reporting
Follow figures through source tables, transformations and steward rulings for Basel, IFRS 9 and liquidity reporting.
Ground KYC & AML questions
Bind terms such as dormant account and high-risk jurisdiction to a governed value dictionary before querying.
Review sensitive data
Use classification proposals and confidence gates to focus steward attention on exceptions.
How it works
A reviewable path.
Not just a result.
- 01
Ground
Resolve the question against governed definitions and values.
- 02
Confirm
Restate the scope and identify what is not known.
- 03
Validate
Cross-check evidence and surface contradictions for review.
- 04
Answer
Return the evidence path and state unresolved gaps.
Control stays with your team.
Steward rulings outrank machine proposals. Uncertified definitions return candidates rather than a fabricated number; governed decisions require human review.
Data your team brings
- Existing data catalogs
- Core banking & warehouses
- Power BI & Tableau definitions
- Policy & specification documents
- Steward rulings
Go deeper / Original solution brief
Banking & Financial Services Intelligence
Explore governed definitions, regulatory lineage, and evidence-linked answers across risk, finance, product, and compliance.
Download PDFFrequently asked questions
Before you get started.
What data should we bring?
Existing data catalogs, Core banking & warehouses, Power BI & Tableau definitions, Policy & specification documents, Steward rulings. We’ll discuss available fields, source coverage and access requirements with your team.
How are findings reviewed?
Steward rulings outrank machine proposals. Uncertified definitions return candidates rather than a fabricated number; governed decisions require human review.
Does the brief show verified customer results?
These materials describe solution workflows. Any example datasets, findings or industry scenarios in the PDFs should not be interpreted as measured Datapane customer results.
Related solutions
Your next step
Start with your own
business context.
Discuss this workflow, the data it needs and the controls your team requires.
Talk to Our Team