Total Records
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Avg Metric
β
Worst Group
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Avg Downtime
β
Anomalies
β
mean + 1.5Ο
Avg Metric by Group
Volume vs Metric
Metric Over Time
Metric Heatmap (Dim 1 Γ Dim 2)
⬑
Agent Insight
computed from live data
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AI Query Agent
GPT-4o-mini answers questions about your data with streaming
Metric Definition Conflicts
Surface and resolve conflicting KPI calculations across teams
Defect Rate Conflict
3 teams compute the same KPI differently β all numbers computed from your data
Downtime % Conflict
2 teams use different averaging methods
Metric Registry β Certified Definitions
No canonical definitions accepted yet.
dbt Model Generator
AI-powered production-ready analytics engineering artifacts
⬑ Skill: manufacturing-analytics
Loaded from .claude/skills/manufacturing-analytics/SKILL.md
Canonical metric definitions Β· dbt templates Β· data quality tests
Loaded from .claude/skills/manufacturing-analytics/SKILL.md
Canonical metric definitions Β· dbt templates Β· data quality tests
mart_model.sql
-- Click "Generate dbt Model" to produce a production-ready dbt SQL model
-- using the manufacturing-analytics skill and your real column names.Data Quality Tests
Running against your live dataset
Click "Run All Tests" to validate your dataset
| # | Test | Layer | Column | Assertion | Rows | Result |
|---|
AI Suggest Additional Tests
Enter a column name to get 3 AI-suggested data quality tests
Node
Agent Orchestration Log
Real-time view of all agent actions, API calls, and data operations
Total Actions
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API Calls
0
Tokens Used
0
Avg Latency
β
Skills Loaded
1
| Time | Agent | Tool | Action | Status | Tokens/ms |
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