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Platform overview

From warehouse query to root cause, in plain language.

Three tightly integrated capabilities: automatic metric attribution, natural language querying, and anomaly alerts. All powered by your existing warehouse, with no data leaving your environment.

Metric Attribution

Know exactly what changed, and which dimension drove it.

When a KPI shifts, Golden Analytics automatically evaluates contribution across every dimension in your schema. Region, device, channel, user type, cohort. You get a ranked list of drivers before your first cup of coffee is finished.

  • Runs across all dimensions automatically, no manual slicing
  • Contribution bars show relative impact at a glance
  • Plain-language summary shipped to Slack or email
See attribution in action
Weekly Active Users -8.3% vs last week
Top driver Region: West Coast
West Coast
-71%
Mobile
-19%
Paid channel
-10%
West Coast WAU dropped 12.4k due to app store update rollout lag on iOS 17.4
Natural Language Querying

Ask follow-up questions in plain English. Get structured answers.

No SQL required. Type a question, get an answer with the top contributing factors already surfaced. Stakeholders can investigate on their own without opening a data ticket.

  • Connects directly to your warehouse schema
  • Follow-up question chains for deeper investigation
  • Results include attribution context, not just raw numbers
See NL querying
Query
Why did checkout conversions drop 6% last Tuesday?
Answer

Checkout conversions fell 6.1% on 2026-06-17. The primary driver was mobile users on Android (contributed 74% of the drop). Desktop and iOS conversions were within normal range.

Follow up: Android breakdown Compare to last Tuesday Show affected SKUs
Anomaly Alerts

Know when a metric moves, and why, before anyone asks.

Configure thresholds on your key metrics. When a value crosses the limit, Golden Analytics fires an alert to Slack or email, with the top driver already attributed. No more discovering problems three days after they happened.

  • Configurable thresholds per metric
  • Pre-attributed alerts reduce analyst investigation time
  • Scheduled metric digests for weekly reviews
Golden Analytics Alert Today at 9:14 AM Checkout Conversion Rate dropped 6.1% Top driver: Android mobile users (74% of drop) Affected period: 2026-06-17 08:00 to 14:00 UTC View Attribution Dismiss !
Data security

Your data stays in your cloud environment.

Golden Analytics runs queries against your warehouse. No data is copied to our servers. Query execution stays inside your cloud account.

Read-only warehouse access

Golden Analytics requests only SELECT permissions on the tables you specify. It cannot write, modify, or delete any data.

No data movement

Query results are processed in memory and returned to you. No customer data is persisted on Golden Analytics infrastructure.

Credential isolation

Service account credentials are encrypted at rest and never logged. Each workspace has its own credential scope with no cross-workspace access.

Role-based access control

Workspace administrators control which team members can access which metric definitions, query history, and attribution results.

See Golden Analytics in action.

Connect your warehouse and run your first metric attribution in under 5 minutes.