Answers take too long.
Even straightforward follow-ups compete for analyst time.
Data / AI access
Ask questions.
Get answers from your data.
Give teams a simple way to investigate business performance using approved data, consistent definitions and sources they can inspect.
The problem
Business questions should not wait in a reporting queue.
Metrics are inconsistent.
Teams use different definitions and reach different conclusions.
Sources are hard to trace.
People receive a summary without the records needed to verify it.
How it works
A simple question.
A governed answer path.
Business questionWhich invoices need follow-up this week?
Answer with sources12 invoices require follow-upView customers · due dates · owners · source records
What teams can do
Ask, investigate and verify.
Ask business questions
Use everyday language to explore agreed business measures.
- Trends and performance
- Customers and products
- Operations and service
Investigate the result
Move from the summary into the records and dimensions that explain it.
- Compare periods
- Explore drivers
- Inspect records
Support analysis
Prepare queries and explanations for analysts to check and refine.
- Query assistance
- Report commentary
- Reusable questions
Control the answer
Apply identity, data permissions and approved definitions to every question.
- Role-aware access
- Governed metrics
- Source references
Data readiness
Reliable answers need reliable foundations.
We review ownership, definitions, data quality and access before choosing the AI interface or model.
- Named owners for important data and metrics
- Consistent business definitions
- Approved sources and access policies
- Real questions for answer evaluation
Designed around your environment
Warehouses
BigQuery · Snowflake · Databricks
Definitions
dbt · semantic layers · governed metrics
Reporting
Tableau · Power BI · Looker
AI access
APIs · retrieval · evaluation · audit logs