QNQuietNode
Business Intelligence

QuietLens BI

An investigation layer for business teams — not a generic chatbot.

Business users ask plain-language questions about reports, dashboards, refreshes, and KPIs. QuietLens BI traces them across the warehouse, orchestration, BI, and ticketing systems your team already trusts, then returns an answer with lineage, ownership, confidence, and a recommended next action.

QuietLens BI

Read-only business chat

SELECT-only
Which dashboard has the latest revenue numbers?
Sales Performance refreshed at 8:12 AM. It is the newest approved revenue dashboard.
Power BImart_sales_daily
Generated query previewrow limit 500
SELECT refreshed_at, dashboard_name FROM approved_reports WHERE metric = revenue;

Business questions stall between BI and engineering.

When a daily revenue report is missing, dashboards disagree, or a KPI moves the wrong way, business users ask in Slack, engineers triage by hand, and the answer arrives hours later without an audit trail. Business context rarely matches database context — and dashboards alone can't explain themselves.

A governed investigation layer, not a freeform chatbot.

QuietLens BI connects to approved sources, follows lineage across pipelines and reports, returns answers with evidence and ownership, and raises operational tickets with the evidence pack attached. Business users get clarity. Data teams keep control.

Two focused modes

Developers manage what QuietLens BI can reach. Business teams get the clean question-and-answer workflow they actually need.

Business workspace

  • Plain-language investigation, no SQL or schema browsing
  • Every answer shows source systems, lineage, and ownership
  • Confidence indicator and the evidence behind it
  • Raise an operational ticket with the evidence pack attached
  • Audit trail visible to compliance and data leaders

Developer console

  • Guided connector onboarding for warehouses, orchestration, BI, and ticketing
  • Semantic layer: report names, metric definitions, ownership, and lineage
  • Read-only, metric-scoped access with allowlisted objects and timeouts
  • Service identities — never per-user credentials in the browser
  • Setup in a single afternoon for the first pilot workflow

Read-only by design.

QuietLens BI is designed around controlled access, visible audit trails, and clear boundaries between business users and underlying credentials.

SELECT-only database access
No INSERT, UPDATE, DELETE, DROP, ALTER, or CREATE
Schema/table allowlists
Query timeout and row limits
Audit logs for every question and generated query
Connector secrets should be stored securely
Business users never receive raw database credentials

What business teams actually ask.

Why didn't I get the daily revenue report this morning?
Why is this dashboard showing different numbers than yesterday?
Which reports are currently impacted by the warehouse incident?
Who owns this dataset and who should I contact?
What changed in the data since last week?
Was the data late, stale, missing, or blocked — and where?

Connects to the systems your teams already trust.

Investigations follow lineage across warehouses, orchestration, transformation, BI, and ticketing. New connectors land through a guided developer flow without exposing credentials to business users.

Snowflake
PostgreSQL
Redshift
BigQuery
Airflow
dbt
Power BI
Tableau
Looker
Jira
GitHub
AWS