Logical Leap
What We Do

Data & AI Governance

Platform-agnostic, people-first services for the operating models, accountability frameworks, and compliance lineage that complex enterprises actually adopt.

Data Strategy
AI Governance
Lineage for Compliance
Governance Debt Assessment
Master Data Management
Metadata Management
Risk Mitigation
Operating Model Design
Stewardship Design
Compliance Alignment
Data Strategy
AI Governance
Lineage for Compliance
Governance Debt Assessment
Master Data Management
Metadata Management
Risk Mitigation
Operating Model Design
Stewardship Design
Compliance Alignment
Core Capabilities

What we deliver


Three core service tracks — each delivered by senior practitioners and built around the operating realities of your business.

01
Service

Data Strategy & Operating Model

Practical frameworks that capture, govern, and activate enterprise data — with clear decision rights, accountability, and measurable adoption.

Typical engagement: 8–14 weeks  ·  For: Data leaders seeking scale
Decision RightsGoverned AnalyticsUsage-Mapped Investments
Architecture assessment & platform design
Governance roadmap development aligned to business outcomes
Stewardship design for accountability and clear decision rights
Use case portfolio and policy framework creation
Governance charters establishing ownership across the enterprise
Operating model design connecting data teams to business units
02
Service

AI Governance & Responsible AI

Accountability frameworks and risk taxonomies for responsible AI deployment across regulated industries.

Typical engagement: 10–20 weeks  ·  For: Data risk and AI leaders in regulated sectors
AI AccountabilityRisk CommitteesCompliance Readiness
Integrated risk & lifecycle governance across the full model pipeline
Model accountability frameworks with documented owners and audit trails
Compliance alignment with applicable regulatory standards
AI Governance Playbook tailored to your sector and stack
Risk register with classification of all AI use cases in production
Operating risk committee design and governance body setup
03
Service

Lineage for Compliance

Systematic oversight frameworks with metadata embedded in data flows — covering GDPR, CCPA, SOX, PCI-DSS, and more.

Typical engagement: 10–14 weeks  ·  For: Risk, data, and compliance leaders
Lineage FrameworkPolicy AlignmentRisk Mitigation
Policy alignment: PII, DSS-PCI, CCPA, GDPR, Export Control, SOX
Lineage planning framework with metadata embedded in data flows
Compliance policy alignment treating metadata as a first-class citizen
End-to-end data flow documentation from source to reporting
Proactive risk identification and remediation protocols
Framework documentation as the primary audit-ready deliverable
Signature Assessment

Diagnose your Governance Debt


The Engine

A bespoke consultant. Not a survey.


Our discovery engine is a guided executive session — not a generic questionnaire. It quantifies the real cost of manual stewardship and prescribes a People-First operating model calibrated to your sector.

Within four weeks you walk out with eight board-ready artifacts: risk register, RACI, charter, roadmap, and four more — ready to brief your executive committee.

🎯

Quantified Stewardship Toil

We measure the true cost of manual governance work — hours, headcount, and the opportunity cost of pulling stewards into reactive firefighting.

👥

People-First Operating Model

Stewards, owners, and analysts are assisted — not replaced — by AI agents. The operating model is built around the humans who own outcomes.

📋

Eight Board-Ready Artifacts

Every session produces a complete, downloadable report — risk register, RACI, charter, roadmap, and more — ready for executive review.

🏭

Six Industry Lenses

FinTech, Manufacturing, Aerospace, Healthcare, Hospitality, and more — calibrated to the regulatory and operational realities of your sector.

Our Methodology

A multi-phase approach ensuring precision


01

Discovery & Assessment

Quantify governance debt and surface the critical risks.

02

Framework Design

Operating model, decision rights, and policy architecture.

03

Rapid Proof of Concept

A targeted POC that proves the model on real data.

04

Deployment & Training

Roll out to stewards, owners, and downstream consumers.

05

Continuous Monitoring

Embedded telemetry and quarterly governance reviews.

Why Logical Leap

What makes our approach different


01

Decade of Enterprise Expertise

Senior practitioners who have run governance at global scale — not generalists with a slide deck.

Every engagement is led by a partner who has owned the same problem inside a Fortune 500 data organization.
02

Rapid Operational Readiness

We design for adoption from week one — with stewards, owners, and downstream consumers in the room.

Our deliverables are built to be operated, not just read. Every framework ships with the runbook to run it.
03

Embedded Intelligence

AI agents augment your stewards inside the operating model — accelerating intake, classification, and review.

We build the human-AI collaboration patterns directly into the governance workflow, not as a bolt-on.
04

Platform Agnostic Assessment

We assess your stack on its merits — never against a preferred vendor or implementation partner.

Snowflake, Databricks, Microsoft Purview, Collibra, Alation — we have led programs on all of them.
Client Stories

Quantified impact from real engagements


Financial Services · Compliance

Closing a 40% compliance gap through automated governance

We deployed an end-to-end lineage and policy framework for a global financial firm — moving compliance from spreadsheet attestation to embedded controls inside their data pipelines, with continuous monitoring and audit-ready evidence on demand.

40%
compliance gap closed
65%
reduction in manual reporting
Manufacturing · Master Data

30% faster time-to-market with tiered MDM governance

We designed a federated MDM operating model across four business units — with clear stewardship, decision rights, and a tiered data quality framework that scaled with the manufacturer's product portfolio across regions.

30%
faster time-to-market
4
business units aligned
Start the Conversation

Let's design your governance


A 30-minute discovery call to scope the problem, the stakeholders, and the path to a People-First operating model.

Email Us Directly