AGENTIC CONTEXT & QUALITY LAYER

Metagem — the enterprise context layer for agentic AI and BI. Context matters.
We help you shape it.

AI only pays off when it runs on quality context. Metagem offers agentic workflows that fix data quality, build business context and support governance.

Deliver a winning AI use case with unrivaled quality and trust.

Governed business context from any sourceData Quality fixes that make a dentSyncs meaning across Microsoft

Talk to our team →How does it work?

Insight detected

30 open deals chased on products currently out of stock.

· out of sync

"Trusted data first, then we start AI." Why wait?

ONE QUESTION, MANY INTERPRETATIONS

“How many active customersDefinition ? do we have?”

ERP · SAP ECC
ever ordered (12,480)
CRM · Dynamics
contacted this year (9,213)
BI · Power BI
invoiced this year (7,940)
Ops · Excel
finance's list (6,102)

01
Years of acquisitions. Fragmented data. Endless contradictions.
02
Months of workshops, and the result is obsolete before anyone uses it.
03
Analytics and AI are dead on arrival until fixed.

No silver bullet? Think again.

Patrick van Kalken, Chief Data Officer — €7.5B MANUFACTURING GROUP

Build context from any source

Metagem reads your systems, data and documents and turns them into context: your business definitions and rules, connected into one graph. Read-only. No data leaves your premises.

+ any system

Years of data quality & governance work.

What your data and knowledge means, where to find it and what part is trusted: A live, automatically stitched map of every data field, document, business vocab and constraints.

Get the fixes that matter, ranked for you

Agents search your whole data landscape for conflicts and quality issues, then hand them to you ranked by business impact. No more needle in a haystack. Show the business results, fast.

Discover how our data quality audit ties to ROI

Priority

Quality issues in critical reports

12 datasets feeding board KPIs

High

Revenue definition drift

Finance vs. Sales mismatch

Medium

Conflicting KPI lineage

Duplicate definitions across domains

Low

Sync your context to every tool and agent

Your business context is yours: owned by you, open and interoperable. Sync it to any tool or agent you already use. Analytics and AI that people actually trust.

How context engineering grounds agents and BI

Custom Agents

Systems of Record

BI tools & semantic layers

Knowledge bases

Basta. Stop piloting AI on data nobody trusts.

Ask your own AI what Metagem does.

Assistant blocks the link? Copy the prompt and paste it yourself.

For data teams at manufacturers and industrial groups

Small data team, outsized impact

Done for you

Agents read your systems and documents and build the context themselves. You validate, you don't curate.

Focus your effort

Conflicts and quality fixes arrive ranked by business impact. Work on what moves the needle first.

Business-friendly

Plain-language definitions and rules that the business can read, challenge and own with you.

Any ecosystem, open and portable

One context layer that pulls from and pushes to every system you run, and serves your tools, teams and agents.

Use cases

Where data teams put context to work

Pick the problem you're solving first.

Find the data problems that cost you money

Ranked by business impact.

Explore

Definitions everyone uses the same way

A custom-built glossary from your data and docs.

Explore

One version for your masterdata across sites and ERPs

Duplicates and conflicts found and ranked.

Explore

Your Copilot doesn't know your business

Ground Copilot and agents in governed context.

Explore

Talk to your data, get one answer

Generative BI you can trace and trust.

Explore

Go-live is fixed. Your master data isn't ready.

What blocks cut-over, ranked by risk.

Explore

Not your use case?

Tell us the problem — we'll tell you straight if context is the answer.

Talk to our team

The Platform

Where insights land. Where you stay in control.

The platform is the workbench for your data team and power users. Metagem surfaces the findings, you remediate, then sync the context to catalogs, BI tools, and Copilots.

See it in a 20-min walkthrough

Production Cost

98%Operations

Active Customer

95%Sales

Overall Equipment Effectiveness

94%Operations

InsightsToday

5 reporting conflicts

12 DQ gaps prioritised

3 semantic overlaps

4 awaiting review

It updates itself as your systems change and keeps checking its own quality.
You own it, and every tool and agent you run works from it.

Context Glossary

Data Quality Findings

MCP

Contextual genAI/BI chat

MCP

Agentic Automation

03 · Propagate

To every consumer that needs it

Customer graph

Finance graph

Cust. support graph

Enterprise Context Graph

Meaning

Logic

Mapping

02 · Build and validate

Scored by AI, approved by experts

Context Engine

Systems of Record

Systems of Data

Systems of Knowledge

01 · Extract

Context from your existing sources

Frequently Asked Questions

Building context is the easy part. Keeping it right is the hard part. That means a versioned history of the business context that matters to your company, plus a ranked way to triage and settle the conflicts as they appear. It also has to be something the business will actually use. Nobody in finance or operations will open a GitHub repo or trust a fragile in-house tool. Metagem gives you enterprise-grade security and trust, without giving up interoperability or open formats.

No enterprise we've opened had a clean, current catalog. If your systems were already documented, mapped, and agreed on, you wouldn't need us — that documentation is the deliverable, not the entry ticket. We connect to your systems in whatever state they're in, read the metadata automatically, and hand you the map. Your team only weighs in on the critical 10% that actually moves the business.

An engine that builds, aligns and propagates context across your data & AI landscape. Metagem stitches context from every source — systems, documents, models, dashboards — into a single live map, shows you exactly where definitions, metrics and meaning misalign, and — once your experts have validated the right meaning — pushes the agreed fixes back out to every consumer that depends on them. You get this through Context Agents (the automations doing the work) and the Context Platform (where your team explores, validates and signs off on the results, with a human in the loop on every meaningful decision). The sovereign AI context layer accumulates as a by-product.

We treat every tool as either a source or a destination of context. Metagem keeps your data landscape in sync, applies data quality checks where possible, and ensures the most accurate context flows across the systems that need it — without replacing what you already have.

No. Metagem is read-only and is deployed and managed inside your own private cloud. Your data, and documents never leave your perimeter. A managed SaaS option is available for teams that prefer it, with the same capability set.

Every piece of context Metagem produces carries source attribution, lineage, and a human validation record. When a regulator or auditor asks where data came from, who approved it, and how AI is using it, you have the answer in one place. Metagem's agents also map data flows against EU AI Act, GDPR, NIS2 and EU Data Act requirements and flag gaps before they become audit findings, with a human in the loop on every AI decision, which is what these regulations actually require.

Let's see your mess

We map it and show the ROI.

Then you decide whether to scale.

Book a scoping call

Metagem — the enterprise context layer for agentic AI and BI. Context matters.We help you shape it.

Why enterprise data landscapes are not ready for AI agents

Build context from any source

Years of data quality & governance work.

Get the fixes that matter, ranked for you

Sync your context to every tool and agent

Ask your own AI what Metagem does.

Small data team, outsized impact

Done for you

Focus your effort

Business-friendly

Any ecosystem, open and portable

Where data teams put context to work

Find the data problems that cost you money

Definitions everyone uses the same way

One version for your masterdata across sites and ERPs

Your Copilot doesn't know your business

Talk to your data, get one answer

Go-live is fixed. Your master data isn't ready.

Not your use case?

Where insights land. Where you stay in control.

Production Cost

Active Customer

Overall Equipment Effectiveness

Frequently Asked Questions

Why can't we build this ourselves?

Our data isn't documented well enough — are we too early for this?

What do I get?

How does this fit with our existing tools?

Does our data ever leave our environment?

How does Metagem help with the EU AI Act, GDPR, NIS2 and the Data Act?

Let's see your mess

Ask your own AI what Metagem does.

Where insights land. Where you stay in control.

Production Cost

Active Customer

Overall Equipment Effectiveness

Frequently Asked Questions

Why can't we build this ourselves?

Our data isn't documented well enough — are we too early for this?

What do I get?

How does this fit with our existing tools?

Does our data ever leave our environment?

How does Metagem help with the EU AI Act, GDPR, NIS2 and the Data Act?

Let's see your mess

Metagem — the enterprise context layer for agentic AI and BI. Context matters.
We help you shape it.