Primary sources
European CommissionEurostatUN ComtradeWorld BankOECDUNESCO Institute for StatisticsUN TourismNational statistics offices
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B4A Decision Intelligence · Product XDC-03 · Any sector

What data do we actually hold, and can we trust it?

Before dashboards, before AI, before any of it: The Data Audit is an honest map of the data you already own, where it lives, what state it is in, and the questions it could answer tomorrow if it were connected. Fixed fee, remote, any sector.

1

map of every data source you hold

10

working days, fixed fee

Trust rating

per source, with the fixes ranked

5

questions your data could answer now

What you get.

The inventory

A data inventory.

Every system, spreadsheet and export: what it holds, who owns it, how current it is.

The trust rating

A trust rating per source.

Where the numbers are solid, where they contradict each other, and the fixes ranked by effort.

The silo map

Which sources talk to each other.

And which sit alone, shown so a board understands it in one look.

The quick wins

Five questions you could answer now.

Real decisions your existing data could already support, no new systems required.

The build order

What first, what next, what to leave alone.

If you do connect it: a plain-language build order that starts with value, not plumbing.

How it works.

AI explores, humans decide, sources shown
Step 01

Send a note

The decision you face and the data you hold. A guided inventory with your team follows: what systems exist, sample exports from each.

Step 02

AI explores at scale

AI profiles every export at once: coverage, gaps, duplicates and contradictions between systems. Weeks of review in hours.

Step 03

Humans decide what is true

Every figure that matters is traced back to your records. A person reviews the findings and writes down what the data cannot tell you.

Step 04

You decide with confidence

A map your board understands, a trust rating per source, and a build order that starts with value, not plumbing.

Who it is for: leaders in any sector who suspect the organization is sitting on more answers than it uses, and want an honest, outside read before spending on dashboards, systems or AI.

Your data stays yours.

No identifiable data leaves your systems: we work from aggregated exports, groups and totals, never individuals. Never used to train AI models. What is shared, where it is held and who sees it is written down before work begins, and working copies are deleted on request.

Ethical AI, in writing.

A named person signs off before anything reaches you. Numbers come from sources, never from the model. We say where AI was used, and what the data cannot show. No invented numbers, no invented people.

Every system you bought is still writing data. Find out what it is worth.

Ten working days, fixed fee, nothing to install. Pricing on request.

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