Skip to content
GovernAtlas

THE ATLAS OF ACCOUNTABLE TECHNOLOGY

Choose well.
Know why.

Understand AI governance, data and risk technology.
Find the right questions. Inspect the evidence. Choose with context.

Explore products Understand the categories

A PRESENCE WORTH EARNING. EVIDENCE WORTH INSPECTING.

GLOBAL PERSPECTIVE
PRECISE CONTEXT
01 / DISCOVER

Ambition deserves attention. Credibility deserves evidence.

02 / UNDERSTAND

THE GOVERNATLAS READING ROOM

GUIDES, METHODS & WORKING TOOLS · FREE TO READ

THE BUYING QUESTION

A shortlist is easy.
A defensible choice takes more.

Two platforms can promise governance and solve very different problems. Start with the decision you need to make, then ask for evidence you can actually inspect.

Read the AI governance buyer’s field guide ↗

Six demonstrations + a working evaluation record. Proposed methods, not a product ranking.

WHAT ARE YOU WORKING ON?

01

Can we trust this data?

Design a data observability pilot with a synthetic fixture and a blank results record.

02

What does this supplier’s answer prove?

Trace security questionnaire answers to scoped, dated evidence.

03

What changes when the model changes?

Use a versioned LLM evaluation and inspect paired results.

START WITH THE DECISION

Understand the category.
Then choose your approach.

What it does. When you need it. How to evaluate it. Independent buying methods connected to source-backed product dossiers.

FIELD NOTES / 01

AI governance tools

From an inventory of AI to decisions you can explain.

Explore the category ↗FIELD NOTES / 02

Data governance tools

Know what the data means. Know who can act on it.

Explore the category ↗FIELD NOTES / 03

Data observability tools

Find the failure. Understand the impact. Close the loop.

Explore the category ↗FIELD NOTES / 04

Third-party risk management tools

Know the service. Challenge the answer. Own the decision.

Explore the category ↗

DISCOVER / THE PRODUCT LANDSCAPE

Find the products.
See what stands behind them.

Published directory

CURRENT PUBLISHED RECORDS · A SELECTION, NOT A RANKING

6clicks

6clicks describes integrated audit, risk, compliance and third-party risk workflows with evidence/control/framework relationships, Hailey AI and a Hub & Spoke architecture. Its site distinguishes SaaS, sovereign-cloud, self-hosted and appliance deployment choices.

source backed

Acceldata Data & AI Observability

Acceldata describes data-quality policies, reconciliation, anomaly detection, profiling, alerts and lineage within its Data & AI Observability offering. Adjacent xLake catalog, orchestration and runtime offerings are presented separately and are not treated as included entitlements.

source backed

Actian Data Intelligence Platform

Actian’s documentation describes catalog, glossary, lineage, stewardship and enterprise marketplace capabilities, with Studio for metadata management and Explorer for discovery. Its documentation also lists access-request and data-product workflows; supported connectors and permissions need detailed review.

source backed

AdaptiveGRC

C&F describes AdaptiveGRC as a modular platform with risk, compliance, internal control, audit, vendor management and reporting capabilities.

source backed

Aequitas

Aequitas documents an open-source toolkit for bias auditing and fairness-aware machine learning.

source backed

Agenta

Agenta describes an agent orchestration workspace with skills, connected tools, sessions, automations and permission approvals.

source backed

Discover the story. Then examine the substance.

Compare published products

GOVERNATLAS / ORIGINAL RESEARCH

Better questions.
Defensible decisions.

Implementation playbooks, evaluation methods and working materials for the decisions behind your shortlist.

Explore the research library
01

Build an AI inventory

Connect systems, owners, suppliers and review decisions.

02

Evaluate an LLM application

Build datasets, calibrate judgments and investigate regressions.

03

Test prompt injection

Define a safe test boundary and preserve the actual outcome.

GLOBAL INTELLIGENCE

The world changes.
Know what it changes
for you.

A wider perspective on products, regulatory context, and the evidence behind each assertion.

01

Regulatory context

Understand our approach to jurisdictions, applicability, and coverage gaps.

02

Product changes

Follow published changes and examine their reviewed source evidence.

03

Evidence histories

Explore product profiles and the statements their sources support.

WHY GOVERNATLAS EXISTS

A product claim is the start
of the conversation.

Choosing AI and data governance technology takes more than a feature list. You need to understand the work, inspect what a supplier actually documents and decide what still needs to be tested in your environment.

01 / UNDERSTAND

What should you buy?

Start with a decision your team cannot reliably make today. That might be approving an AI use, tracing a broken metric, resolving a data access request or reviewing a supplier. Our category briefs explain the different approaches, who should own the work and when a new platform may be unnecessary.

A governance workflow, an evaluation library and a runtime control can complement one another. They are not interchangeable simply because each uses the language of trust or risk.

Find your buying context ↗
02 / INSPECT

What does the evidence say?

Product dossiers separate attributed statements from GovernAtlas analysis. Inspect the source, dates and classification behind a claim. A reviewed statement from a vendor remains a vendor assertion; it does not become an independent performance result.

Inclusion is not certification. Missing evidence stays unresolved, and an absent product is not a negative assessment. Your requirements, edition and deployment still need their own review.

Understand our review method ↗
03 / PUT IT TO WORK

How do you make the decision?

Take a defined scenario into the demonstration. Ask for a version-specific result, a named owner and an explanation of what happens when something fails or changes. Our guides connect those questions to trial designs, checklists and working tools that help you retain the decision record.

Visitor dossiers, guides and public tools are free. Company commercial services do not buy a favorable finding. Choose from evidence that fits your use, rather than treating a listing or a paid presence as a recommendation.

Use the guides and working tools ↗

FOR THE PEOPLE BUILDING WHAT COMES NEXT

Make your work
stand up to scrutiny.

Read the standards
Powered By The Algorithm