Data Quality & Self-Service Analytics Governance

Pipeline Health · Data Quality · Platform Adoption · Governance

Pipeline SLA Compliance
97.4%
+2.1%
Schema Drift Incidents (30D)
1
Below threshold
dbt Test Pass Rate
98.6%
+0.4%
Active Users / Total Users
52%
Query Error Rate
4.1%
-1.2%
Open Analyst Requests
8
Healthy queue

Pipeline Freshness Timeline

Data Quality Score by Domain

dbt Test Results by Domain

Self-Service Adoption Trend

Query P95 Latency by Data Source

Metric Definition Consistency Audit

Metric dbt Metrics Looker Tableau Sheets
Revenue
ARR
MRR
Churn Rate
MAU
Conversion Rate
Consistency Score 100% 83% 83% 67%

Schema Drift Incidents

Documentation Coverage

74%
Overall Coverage

Analyst Request Queue

Pipeline Run Log

Pipeline Name Domain Last Run Status Duration SLA Records Tests Run Tests Failed
revenue_daily_rollup Finance 2024-12-19 06:42 Success 4m 12s
124,893 28 —
salesforce_sync Sales 2024-12-19 07:15 Success 8m 34s
89,472 42 —
user_engagement_metrics Product 2024-12-19 06:58 Success 3m 47s
2,847,291 35 —
marketing_attribution Marketing 2024-12-19 07:22 Delayed 11m 02s
156,734 22 —
customer_churn_model Finance 2024-12-19 05:12 Success 6m 28s
34,821 18 2
product_usage_daily Product 2024-12-19 06:35 Success 5m 19s
1,248,392 31 —
mrr_snapshot Finance 2024-12-19 07:05 Success 2m 54s
45,672 24 —
campaign_performance Marketing 2024-12-19 06:18 Success 7m 41s
98,234 19 —

Backfill Incident History