Data Tiles Product Ecosystem
Collibra Analyzer
Is your Collibra environment as healthy as you think it is?
Collibra Analyzer is an AI-powered governance intelligence product that reviews your Collibra environment, identifies governance issues, and delivers clear, prioritized recommendations so teams can improve governance with confidence.
It helps organizations understand where governance structures have drifted, where metadata quality is weak, where ownership is unclear, and where operating model improvements are needed.
No charge. No obligation. A practical governance health check for your Collibra environment.
The challenge
Governance environments drift over time.
Even well-designed Collibra environments become complex over time. As organizations grow, governance structures can drift away from their original design. Domains expand, assets multiply, ownership becomes unclear, policies remain documented but unenforced, and business users may lose confidence in the catalog.
Collibra Analyzer helps organizations quickly detect this drift, understand the business impact, and prioritize the improvements that matter most.
Asset sprawl
Inconsistent asset types and duplicated structures accumulate over time.
Duplicate domains
Poorly defined or redundant domain structures create confusion and reduce trust.
Missing ownership
Unclear stewardship and accountability gaps make governance difficult to operate.
Unenforced policies
Governance policies may exist but are not consistently applied or connected to usage.
Low catalog adoption
Business users do not trust or use the catalog when governance feels incomplete or unreliable.
Operating model uncertainty
Teams lack confidence that the governance model reflects how the business actually works.
What it is
Meet the Collibra Analyzer.
Collibra Analyzer reviews your governance structure, metadata model, domain design, asset configuration, relationships, ownership, and policy alignment. Within minutes, it produces a diagnostic view of governance gaps, their impact, and the effort required to address them.
In one sentence
Collibra Analyzer helps organizations understand the health of their Collibra environment and identify the highest-value actions to improve governance maturity, catalog trust, and operational readiness.
How it works
Connect. Scan. Diagnose. Improve.
Collibra Analyzer connects securely, scans your Collibra environment, diagnoses governance drift, and recommends prioritized actions.
Connect
Secure API connection to your Collibra instance. No data extraction. Minimal disruption.
Scan
Analyze communities, domains, assets, metadata, relationships, ownership, and policies.
Diagnose
Identify issues by priority level, business impact, remediation effort, and governance maturity impact.
Improve
Deliver clear recommendations so teams can act quickly and strengthen the governance operating model.
Coverage
What Collibra Analyzer reviews
Governance structure
Communities, domains, asset types, operating model alignment, and structural consistency.
Metadata quality
Completeness, accuracy, consistency, required fields, and business context.
Ownership and stewardship
Steward assignments, accountability gaps, role clarity, and domain responsibility.
Policy alignment
Policy coverage, control mapping, enforcement readiness, and governance consistency.
Relationship quality
Lineage, dependencies, data product relationships, glossary links, and structural connections.
Catalog trust signals
Indicators that affect user confidence, usability, searchability, and adoption.
Key benefits
From uncertainty to clear action.
Collibra Analyzer helps governance teams move from uncertainty to clear action.
Stronger governance
Improve your governance program's overall maturity, structure, and operating confidence.
Greater catalog trust
Increase business user confidence in your data catalog by identifying the issues that weaken adoption.
Reduced complexity
Eliminate structural debt, duplicated domains, asset sprawl, and governance noise.
Improved metadata quality
Strengthen completeness, consistency, and accuracy at scale.
Best practice alignment
Align your Collibra environment with proven governance operating model standards.
Prioritization
From diagnosis to prioritized action
Collibra Analyzer does more than surface issues. It helps teams understand which issues matter most, how difficult they are to remediate, and where improvements will create the greatest governance impact.
Priority ranking
Issues are ranked by severity, governance impact, business impact, and remediation effort.
Clear remediation guidance
Teams receive practical recommendations that explain what to fix and why it matters.
Improvement roadmap
Governance leaders can build a clearer roadmap for strengthening maturity, trust, and adoption.
Product demo
See Collibra Analyzer in action
Watch how Collibra Analyzer reviews a governance environment and identifies improvement opportunities.
Collibra Analyzer Demo · AI Governance Diagnostic Agent by Data Tiles
Built for
Built for teams responsible for governance health
Governance leaders
Understand where the Collibra environment is strong, where it has drifted, and where improvement should be prioritized.
Data stewards
Identify ownership gaps, incomplete metadata, and asset-level issues that reduce trust.
Data office teams
Improve governance maturity, operating model alignment, and catalog adoption.
Risk and compliance teams
Strengthen accountability, policy alignment, and evidence of governance control.
Business data users
Benefit from a cleaner, more trusted catalog that is easier to use and understand.
Product ecosystem
Part of the Data Tiles product ecosystem
Collibra Analyzer is a specialized governance intelligence assessment within the Data Tiles ecosystem. It helps organizations understand the health of their Collibra environment, while Latttice activates trusted data products and Lenz supports governed AI agent delivery.
SPECIALIZED ASSESSMENT
Collibra Analyzer
Diagnoses governance maturity, metadata quality, ownership gaps, policy alignment, and operational readiness inside Collibra environments.
DATA PRODUCT WORKBENCH
Latttice
Activates governed, trusted, business-built data products at the point of decision.
AI FACTORY APP
Lenz
Helps enterprises move from AI experimentation to governed, production-ready AI agents.
Together, the Data Tiles ecosystem helps organizations move from governance documentation to governance in action, and from trusted data products to governed AI delivery.
The differentiator
Move beyond static governance reporting.
Collibra Analyzer helps organizations move beyond static governance reporting. It provides an AI-powered diagnostic view of governance health, identifies drift, prioritizes improvement opportunities, and helps teams strengthen the operating model behind Collibra.
It is designed for organizations that want to improve governance maturity, increase catalog trust, and make governance more operational.
Get started
Start with a free Collibra Analyzer assessment.
Identify governance issues. Prioritize improvements. Strengthen your governance operating model, with a free initial assessment from Data Tiles.