Data anonymisation platform · four independent modules

Turn the data you can't touch into data you can use.

Kubli is a four-module platform that anonymises archives, flows and logs for regulated industries, and measures re-identification risk on every result.

  • Adds to your existing applications, without rewriting them
  • On Team and Enterprise you choose where it runs: our infrastructure or your network
  • When it runs in your network, only counts and agent status leave it
  • Every result includes the risk measurement and its declared limits

Where it's used

  • Banking

    • Echo
    • Pulse
    • Compass
    • Sentinel
  • Insurance

    • Echo
    • Pulse
    • Compass
  • Healthcare

    • Echo
    • Sentinel
  • Marketplaces

    • Pulse
    • Compass
  • Public sector

    • Echo
    • Sentinel
  • Telecom

    • Echo
    • Sentinel
  • Utilities

    • Echo
    • Pulse

The product at work

Usable archives, measured risk

Kubli Echo produces a usable copy of your archives and measures its re-identification risk with the three attacks the EDPB names: singling out an individual, linking them to another dataset, inferring an attribute. Above the threshold, the file is not released.

Kubli Echo · Live demo

One customer, before and after

An ordinary row from a customer database. On the left as it sits in your systems, on the right as it appears in the released file.

FieldIn your systemsIn the usable file
nameJulia RossJulia Rossgone— removed
national idRSSGLI72M41H501KRSSGLI72M41H501Kgone— removed
customer idCL-00439128f2a91c4e7b0— changed
contract date14 March 2026March 2026— changed
age5457— changed
cityMilan, RipamontiMilan— changed
productFamily PlanFamily Plan— unchanged
annual spend€1,240€1,240— unchanged
outcomeRenewedRenewed— unchanged
removedchangedleft as it was

Product, spend and outcome stay intact: they are the reason anyone wants that file. The customer id changes, but it changes the same way in every table, so the queries you already wrote keep working.

See Echo on your own case
Echo

In 2024 the European regulator made clear that two datasets looking alike prove nothing about anonymity: you have to show that nobody can be traced. Echo shows it, and the answer is a number.

Compass

Europe's new rules on artificial intelligence treat automated decisions about people as high risk. In practice that means you will have to show how the system works, not merely that it works.

How it reaches you

Four modules. One platform.

Kubli adds to your existing software instead of replacing it. Switch on the modules you need and the others do not run. You can start with one.

  1. 01

    Point it at your sources

    Tell it where the data lives. Nothing is moved or copied elsewhere: the agent goes to the data.

  2. 02

    Switch on one module

    Only the one you need. The other three do not run, take up no resources, and are not on your invoice.

  3. 03

    Verify it on your own case

    Before production the measurements are taken against your real data. If the result does not hold, you find out at that point.

  • It integrates, it does not replace

    It sits alongside your existing systems. No migration, no rewriting, no changing supplier for what already works.

  • It does not weigh down your infrastructure

    One executable, nothing to install, no graphics card. It reads sources in blocks, so memory does not grow along with the volume of data.

  • It stays out of your calls

    The heavy work happens to the side, not inside your calls. Where an immediate answer is needed, like a movement to approve, the decision arrives on the spot without adding time for the customer.

  • They are sold separately

    The four modules are independent. If your problem is archives, start with Echo. If it is anomalies in your flows, start with Pulse.

  • It runs where you decide

    On our infrastructure or inside your own network, your choice on Team and Enterprise. In the second case the rows never cross the perimeter: counts and agent status do.

  • Every result carries its measurement

    Alongside the outcome comes the document reporting how it was obtained and what that measurement does not cover.

Technical specifications, architecture and an integration estimate for your case sit in the confidential documentation, which you can request below.

Two routes

Where would you like to start?

If you have a problem to solve, start with a demo on your own case. If you are assessing us, as a fund or a procurement team, start with the confidential documentation.

Or just write to us[email protected]

Kubli issues no certifications and holds none. It hands over the measurements taken and the documents to stand behind them when someone asks.

A demo on your case

Thirty minutes. You tell us which data is blocked and what you would do with it, and we show you the result on an example close to yours. If the case is not a fit we say so on the call.

  • A person answers, within one working day
  • Nothing gets uploaded before the confidentiality and processing agreements are signed
  • If the case does not hold up, we tell you straight away

Optional. Leave it and we call you instead of writing.

We use these details only to get back to you. We do not pass them to anyone.