Data Engineering · Internal
Data Transformation Copilot
Generates dbt models, tests and column-level documentation from analyst intent, with lineage-aware suggestions from the warehouse catalog.
Business owner
Marcus Bell
Executive sponsor
Renee Alvarado, VP Data
Start date
Jun 2, 2025
Target rollout
Mar 10, 2026
Completion
ROI
Finance-reviewed, annualized where noted
Hours saved / mo
510
Hours saved / yr
6,120
Cost avoided
$78K
Margin impact
$274K
Health & Risk
Steady state across 3 data domains.
Blockers
No open blockers.
Risk flags
None raised this cycle.
Mitigation notes
Catalog refresh job hardened after the June incident.
Activity feed
Synced from connected delivery systems
- G
PR merged: dbt model finance.revenue_daily
4h ago
- C
Spec updated — 'Lineage-aware prompting'
3 days ago
- J
DAT-590 closed — catalog refresh hardening
4 days ago
PISMO Output QA
Last validation run Aug 18, 2026 · 22:00 UTC · 410 samples
Reviewer notes · Grace Yoon
Generated models pass CI tests at 97.9%; failures are almost entirely stale catalog metadata.
Governance posture
NIST AI RMF-aligned control checks
- Risk AssessmentPassed
Internal tooling, low residual risk.
- Bias MitigationPassed
N/A rationale accepted for code generation.
- Data PrivacyPassed
Operates on schema metadata, not row data.
- TransparencyPassed
Every model tagged with generation provenance.
- SecurityPassed
No production write access.
- Human OversightPassed
All models merged via peer code review.