10-Minute AI Governance Readiness Assessment
Rapid single-stakeholder maturity benchmark across the 7 pillars.
- Best fit:
- AI, data, or governance leader exploring readiness
- Deliverable:
- Score, radar, top 3 risks
Services
AI Governance and Data Architecture — under one roof.
Data Fusion Analytics delivers two integrated practices: ProofLayer AI for AI governance auditability, and enterprise Data Architecture for the platforms that make governance provable.
Team Assessment · Self-Serve
Unlock team-level analysis for $499
Stakeholder invitations, role-based variance, downloadable Blueprint, and expanded recommendations. Paid via card — no procurement required.
Role-to-Assessment Matcher
Match a role to a fixed-scope engagement.
Pick a role your client is trying to fill, or paste a job title. We'll suggest a scoped Data Fusion Analytics engagement that can help now — often while a permanent hire is still being recruited.
Recommended engagement
Lakehouse Architecture and Governance Assessment
Likely client need: Lakehouse architecture, Unity Catalog governance, migration planning, performance, security, or platform standardization.
Structured three-week review of your Databricks or lakehouse estate covering architecture, Unity Catalog, workload patterns, and governance readiness.
Duration
Approximately 3 weeks
Deliverables
- Current-state architecture review
- Governance and Unity Catalog gap analysis
- Target-state design and reference patterns
- Prioritized 90-day roadmap
- Executive briefing
ProofLayer AI Practice
AI Governance and Auditability Services
AI Governance Auditability Assessment
Multi-stakeholder assessment identifying auditability, evidence, and variance gaps.
- Best fit:
- CIO, CDO, CISO, AI governance lead
- Deliverable:
- Print-ready Blueprint + 90-day roadmap
Control Remediation Sprint
30–60 day engineering engagement closing top identity, access, lineage, and evidence gaps.
- Best fit:
- Enterprise architect, platform owner, CISO
- Deliverable:
- Shipped controls + evidence dashboards
AI Governance Engineering Retainer
Recurring advisory + engineering for AI systems, evidence, and control drift.
- Best fit:
- Program-level governance & platform leaders
- Deliverable:
- Monthly reviews, drift monitoring, exec reporting
Data Fusion Analytics Practice
Enterprise Data Architecture Services
Data Warehouse & Lakehouse Architecture
Secure, scalable warehouse and lakehouse designs for analytics and AI.
- Best fit:
- CDO, data platform owner, enterprise architect
- Deliverable:
- Reference architecture + implementation plan
ETL/ELT Development and Optimization
Pipeline design, refactoring, orchestration, and performance tuning.
- Best fit:
- Data engineering leader
- Deliverable:
- Optimized pipelines + observability
Azure Data Factory & Databricks Consulting
ADF and Databricks patterns, workflow design, and lakehouse enablement.
- Best fit:
- Azure / Databricks platform teams
- Deliverable:
- Working prototypes + team enablement
Microsoft Fabric & Synapse Architecture
Fabric and Synapse workspace design, security, and analytics enablement.
- Best fit:
- Microsoft-stack enterprises
- Deliverable:
- Workspace blueprint + rollout plan
Data Governance and Security
Access controls, lineage, metadata, quality, and audit-ready design.
- Best fit:
- CISO, CDO, compliance lead
- Deliverable:
- Governance operating model + platform controls
Analytics and Reporting Architecture
Power BI, Tableau, semantic models, and executive reporting design.
- Best fit:
- BI leader, analytics platform owner
- Deliverable:
- Semantic model + dashboard architecture
Cloud Data Platform Modernization
Legacy-to-cloud migration, lakehouse modernization, environment redesign.
- Best fit:
- CIO, CDO, cloud platform leader
- Deliverable:
- Migration blueprint + phased delivery
Performance, Cost & Reliability Optimization
Tuning compute, storage, and pipelines for scale and cost.
- Best fit:
- Data platform owner, FinOps partner
- Deliverable:
- Optimization report + remediation plan
Compare
Free readiness vs. paid auditability
Side-by-side comparison is included at the top of every Blueprint Report preview.