Work

What we have built and how it behaves in production

Six systems running for real customers. Each one states its actual maturity and what it does not solve.

A knowledge base that keeps company data inside

Production

Staff ask in their own words and get an answer from internal documents, with a link to the source. The whole system runs on the customer's own server.

regional retail cooperative · 2026
Private AI FastAPIAnythingLLMWhisperLLaVASQLite

Web accessibility audit with a concrete list of fixes

Production

Automated checking of all 55 WCAG 2.2 level A and AA criteria, plus a vision model's assessment of whether the alternative texts actually say anything.

e-commerce and corporate website operators · 2026
Accessibility and compliance Python and FastAPIPlaywright and Chromiumaxe-coreLLaVA via OllamaJinja2

Seventy Windows machines, managed by a sentence

Production

Instead of a console, an instruction in plain words. The agent proposes a plan, waits for approval, and only then acts — with signed updates and rollback.

retail chain with dozens of stores · 2026
AI operations GoPowerShellWindows ServiceHTTPS and internal CAcosign

Server access without anyone holding the keys

Production

A jump box holds the SSH credentials; both the agent and the administrator work through an approved API. Linux infrastructure managed from a browser, with no keys on the laptop.

own and client Linux infrastructure · 2026
AI operations Python and FastAPItmuxSQLite WALFernetPAM

Three legacy systems, one question

Production

A read-only layer over Firebird and MS SQL exposing named queries as JSON. The user does not need to know which system holds the data.

wholesale and retail operator with in-house ERP · 2026
Data and reporting GoFirebird 2.5MS SQL ServerPowerShell and ODBCWindows Service

Leaving proprietary BI without losing the data

Pilot

Mapping the flows inside Qlik and building an independent data layer on ClickHouse that can be queried in plain words.

retail group with central purchasing · 2026
Data and reporting ClickHousePythonPowerShellQlik CLI and QVDMS SQL Server