EN

IT systems with AI

We build systems where AI does the tedious work and the data stays authentic.

It reads, compares and routes. The data moves on untouched, and a human makes the decision. Several AI models read every document. Only what they agree on goes further.

Tell us what you need See the systems in production
Reading a single field
invoice_2026_0417.pdf·gross amount
AI 1
AI 2
AI 3
Resultwaiting for three readings…

Models from different vendors read independently. Matching values go further; mismatches go to a human. Sample data.

9 systems
launched in 3 months and maintained day to day
30 years
of building systems; tools from 2026
ESMA
ESG rating under the supervision of the European regulator, on our technology
99.8%
data reading confidence in magicbucket.pro; supervised human operators: below 98%

Why us

Three things you can check in the first week.

Accuracy

We build systems under the supervision of regulators and auditors.

ESG ratings under ESMA supervision (European Securities and Markets Authority, the EU's financial markets regulator), case-law analysis, subsidy settlements, counterparty assessment. Fast and accurate: every figure has a source and the date it was checked.

  • ESG ratings · ESMA register
  • case law with case reference numbers
  • subsidies ready for municipal audit
  • counterparties from public registers
Experience

We have been building systems for 30 years. Our tools are from 2026.

AI helps us build systems fast; experience is what makes them good: an architecture that will last for years and code that can be handed over.

  • AWS and GCP cloud
  • AI models from several vendors
  • infrastructure as code
  • 12 AWS certifications in the team
Pace

We build systems in weeks, not quarters.

Nine systems launched in three months: from a description of the need to a working version on real data. Then acceptance after every stage and day-to-day maintenance.

  • first working version in weeks
  • acceptance with tests
  • maintenance after go-live

What our AI does, and what it does not

AI reads. A human decides. The original stays the original.

Principle 1Reads, never alters

AI reads the content and says where the document should go or what value it contains. The original goes further, not a rewritten copy.

Principle 2Several models, one result

Every document is read by several AI models from different vendors. Only what they agree on goes further. A human sees the differences.

Principle 3A source behind every figure

The system shows where each piece of data comes from and when it was checked. Nothing is simply “known”; everything comes from somewhere.

Principle 4Decisions signed by a human

Automation handles the obvious and keeps track of deadlines. Decisions stay with people, with a date and a name.

Systems in production

Instead of describing our skills, we show them at work.

Counterparty risk assessmentorkan.pro

Counterparty checked today and every week for the life of the contract.

A counterparty profile built from registers and documents, automatic monitoring of 127 parameters, a weekly change report. For procurement, compliance and risk teams.

orkan.pro

Counterparty ESG ratingver.degree

An ESG rating for every counterparty, including those without an ESG report.

Separate E, S and G scores from documents rather than a questionnaire. Produced by VERDEGREE, an ESG rating provider registered with ESMA. Technology: Ethicalc.

ver.degree

European Single Access Pointesap.pro

ESAP explained before it goes live. Every sentence with a source.

Guides to the EU's single access point for company data, plus our own analysis of 14,804 ESEF reports from 3,271 issuers in 26 countries.

esap.pro

Corporate governance ratingesgall.com

The first Polish Governance rating of companies listed on the Warsaw Stock Exchange (GPW).

Public and free of charge for the rated companies. Run by VERDEGREE, technology by Ethicalc.

esgall.com

Education subsidiesrozlicz.org

Subsidy settlement for each school or kindergarten, together with an audit-ready file.

The system reads the documents, assigns each expense to the right subsidy, reconciles the balance with the bank statement and prepares the settlement on the municipality's form.

rozlicz.org

A profile of every land parcelfaktolap.pl

Point to a parcel on the map and see what the registers say about it.

39.9 million land parcels, dozens of government sources merged into a single database, and our own machine learning model for price estimation.

faktolap.pl

Case handling automationconsensusengine.pro

Runs cases automatically wherever the next step is obvious. Decisions stay with people.

From intake, through documents, quotation, payment and signature, to the finished document. The automation sends only approved content.

consensusengine.pro

Case law in numbersethi-lex.pl

How courts ruled in cases with the same parameters, with a case reference number behind every figure.

The engine establishes the parameters of a case from the documents and shows rulings under the same version of the law. Document review in an EU cloud region or entirely on-premises.

ethi-lex.pl

Automatic data extraction from documentsmagicbucket.pro

Drop in a document. Several AI models read it and cross-check each other.

Verified 99.8% data reading confidence (by comparison, supervised human operators score below 98%). The system learns by itself which data from the documents to show and agrees the template with the operator. Data extraction in an EU cloud region or on-premises.

magicbucket.pro

In every project

Core terms of cooperation

  1. Acceptance with tests after every stageScenarios and measurable acceptance criteria are agreed before work starts. Every stage ends with an acceptance report.
  2. Documentation in your languageFor users and administrators, with instructions for building, installing and restoring the system.
  3. Maintenance and support after go-liveResponse to a critical incident within 4 business hours. Requests in writing, accepted around the clock.
  4. Warranty of 24 to 60 monthsCovering the system, configuration and integrations, with security fixes included in the price.
  5. Copyright and the full source code for the clientThe repository can be on your side from day one. Your team or another contractor can take over the system.
  6. Security and backups with a tested restoreEncryption, two-factor login, security testing at acceptance. Security management in line with ISO/IEC 27001.
  7. Integration with your systemsERP, procurement platforms, workflow, reporting tools. Through interfaces, files or logs, depending on what the system exposes.
  8. TrainingOn-site and remote, separately for users and for administrators.
  9. Digital accessibility to WCAG 2.1 AAKeyboard and screen-reader operation, contrast, descriptions and clear error messages.
  10. On your premises or in an EU cloudClient infrastructure, a cloud region in the European Union or fully on-premises. No data sent outside the EEA.

How we work

First step

Tell us what you need.

We reply in writing within two business days. The first proposal of scope and price is free of charge.

Write to us

  1. 01You: a description of the need in your own words. A few sentences are enough.
  2. 02We: questions and a specification with acceptance criteria, schedule and price.
  3. 03We: a first working version on your data. Then stage acceptance.