How many business terms and data quality rules can Metagem discover automatically?

In the first month, Metagem typically identifies 10,000+ business terms, KPI definitions, data quality rules, validation thresholds, and calculation logic from your databases, BI tools, and documentation. The number depends on your data landscape — organizations with more systems and documents see higher initial discovery counts.

What kinds of data quality rules does Metagem extract?

Metagem discovers validation rules, completeness thresholds, referential integrity checks, format constraints, and business-specific quality conditions embedded in your existing documentation, SQL scripts, ETL logic, and BI reports. These are surfaced as proposed rules that stewards can validate and adopt.

Does this work for regulatory rule sets like e-Invoicing, CSRD, or DORA?

Yes, and it works the same way. Instead of mining your internal documentation, Metagem reads the published regulatory texts and technical standards — the ViDA legislation and Peppol BIS specification for e-Invoicing, the ESRS standards for CSRD — and derives the rules they imply, each one cited back to the clause it came from. Your team confirms them rather than assembling them.

How do you prevent the catalog from going stale again?

Metagem continuously monitors your data landscape for schema changes, new terms, and definition drift. When something changes, the right domain owner gets a smart nudge — not a generic email blast. This keeps your catalog accurate without requiring ongoing manual effort.

Find the data problems that matter

Thousands of possible errors. Which ones hurt the business?

Your data quality tool (if you have one) gives you a score. It doesn't tell you which failing records block an invoice, a delivery or a deal. So the team fixes what's easy to find, not what matters.

“We don't have any insight on the current data quality, and even less on what it can impact.”
Data platform owner, international services group

“Which problems really matter?”

Ranked by impact

1VAT number missing or wrongBlocks invoicing
2Open deal on a discontinued itemBlocks the sale
3Placeholder email addressConfirmations bounce

What it finds in your data.

Each finding comes with what it does to the business, and who fixes it.

1Invoice can't be sent yet

One customer, two VAT numbers.

CRM · Agri Nord NVVAT …412

ERP · AGRI-NORD N.V.VAT …418

Invoice INV-7731 is on hold until someone picks.

Proposed fix

Confirm the valid VAT number, update the other system, and release the invoice.

2Quotes and margins off

A price a thousand times too high.

Plant B€610.00 / kg

A price per tonne in a per-kilo field.

Proposed fix

Correct to €0.61 / kg, and add a rule so it can't happen again.

3Goods shipped on credit hold

A rule nobody enforces.

.docxCredit policy, section 4.2“No deliveries to customers on credit hold.”

ERP order release: no credit check

14 orders went out last quarter to customers on hold.

Proposed fix

Add a credit-hold check to order release, and review the open orders.

Finding errors, with and without Metagem.

Today

Rules written by hand, one system at a time.
Errors between systems go unseen.
A quality score, but no list of what it blocks.
Fixed case by case, by whoever notices first.

With Metagem

Rules drafted from what you already haveYour experts confirm instead of writing from scratch.
Checked across systemsSo the errors between CRM, ERP and reports show up too.
Ranked by business impactWhat each error blocks: an invoice, a delivery, a deal.
Sent to the person who can fix itWho fixes what, and in what order.

Pick one domain. See which errors hurt the business.

Let's talk

Thousands of possible errors. Which ones hurt the business?

What it finds in your data.

One customer, two VAT numbers.

A price a thousand times too high.

A rule nobody enforces.

Finding errors, with and without Metagem.

Frequently Asked Questions

How many business terms and data quality rules can Metagem discover automatically?

What kinds of data quality rules does Metagem extract?

Does this work for regulatory rule sets like e-Invoicing, CSRD, or DORA?

How do you prevent the catalog from going stale again?