Data Practice
Petra Data Foundation™ — from fragmented to data-ready in 45 days.
Diagnostic in Week 1. Architecture in Week 3. Adoption installed by Day 45. One contract. One accountability. The right partners for your workload.
The problem
AI budgets are real. ROI is not.
88%
of enterprises deploy AI without ROI
McKinsey 2026
7%
of enterprises are data-ready for AI
Cloudera / HBR 2026
60%
of AI initiatives fail to reach production
Gartner 2025
3:1
data-ready firms outpace peers on AI ROI
MIT Sloan 2025
The 3T Operating System
One chain. Eight links. Built to hold.
01Regulated Leadership
02Psychological Safety
03Team Truth-Telling
04Data Readiness Assessment
05Accurate AI Use Case ID
06Higher AI Adoption
07Better Organizational Data
08Trusted Commercial Trajectory
T1 — Trusted Teams
- • Truth-telling baseline
- • Psychological safety index
- • Cross-function trust
T2 — Trusted Technology
- • Data readiness score
- • Lineage coverage
- • Governance maturity
T3 — Trusted Trajectory
- • Adoption probability
- • Executive cadence installed
- • Quarterly review rhythm
Week by week
45 days. Sequenced.
Week 1–2
T2 · T1Diagnostic interviews, data lineage trace, current-state architecture map, psychological-safety read inside the data team.
Trust metrics moved: Truth-telling baseline · Data lineage coverage · Stakeholder confidence
Artifacts shipped: Data Readiness Assessment scored · Current-state architecture · Risk register draft
Week 3–4
T2Target-state architecture design, governance model, AI use-case shortlist scored against data readiness.
Trust metrics moved: Use-cases ranked by feasibility · Governance gaps closed
Artifacts shipped: Target-state architecture · Governance playbook · Prioritized use-case roadmap
Week 5
T2 · T3Partner orchestration. Petra coordinates implementation, integration, and risk partners under one contract.
Trust metrics moved: Contract simplification · Vendor consolidation
Artifacts shipped: Co-delivery SOW · Partner matrix · Single accountability map
Week 6
T1 · T3Adoption architecture: cadences, manager toolkit, executive review rhythm. Handoff to client owners.
Trust metrics moved: Adoption probability · Executive review cadence installed
Artifacts shipped: 90-day adoption plan · Manager toolkit · Quarterly board memo template
Investment + timeline
Duration: 45 days
Investment: Scoped on discovery. Pricing in consultation call.