An on-premise AI assistant for compliance work
In-app assistant orchestrating locally hosted LLMs and MCP tools, a RAG pipeline over vector storage, and token-by-token streaming over WebSockets — fully on-premise.
Leka Consulting turns the needs of small and mid-sized businesses in Bulgaria into valuable SaaS — web applications, automation and practical AI — built with the same stack and standards I've used at global enterprises for over 25 years. Without the enterprise overhead.
The architecture, security and monitoring practices of global enterprises — applied at the scale your business actually needs.
Start with the process that costs you the most time — a spreadsheet, an inbox, a paper form — and build from there.
From the first conversation to working software, you talk directly to the person building your system. No agencies, no hand-offs.
Every project runs in its own isolated container. AI-assisted development is sandboxed and reviewed by me, and all outbound traffic is filtered through a proxy.
Podman · Laravel Sail · Claude Code · SquidIt starts with understanding how your business works. Then I translate that into software that earns its keep — using building blocks proven in enterprise environments.
I listen first, then turn your processes and ideas into a SaaS application your team and customers actually want to use — replacing spreadsheets, paper forms and patchwork tools.
An assistant that knows your documents, clients and processes — running on your own server, with no per-seat cloud AI fees and no data leaving the building.
Ask questions in plain language and get answers from your own contracts, manuals and files — with the source shown every time.
Connect Microsoft 365, email and the tools you already use, so orders, cases and follow-up tasks are created automatically.
Know something is wrong before your customers do. Former certified Splunk consultant, with years of experience across monitoring toolsets.
Want it fully taken care of? On request I host and maintain your application on secure Linux servers — or it runs on your own infrastructure.
Smaller companies handle sensitive data too — client files, contracts, personnel records. I build the same on-premise AI stack I use for enterprises, sized for your team: modern AI for your staff, and your data stays on hardware you control.
The same rigour I now bring to smaller companies. Client names withheld; details on request.
In-app assistant orchestrating locally hosted LLMs and MCP tools, a RAG pipeline over vector storage, and token-by-token streaming over WebSockets — fully on-premise.
Co-architected the data pipelines, a governance dashboard and automated incident workflows for supply-chain risk.
Turned Dutch employment law — no-risk policy, SROI, self-insurance — into maintainable code, and built Microsoft Graph integrations that turn inbound mail into linked case files and follow-up tasks automatically.
A Laravel & Vue stack on a self-hosted, open-source PaaS, running on an affordable VPS (such as Hetzner): every update deploys automatically, and backups run on a schedule to S3 storage. Enterprise-style operations at a small-business price.
Moving off spreadsheets, automating your inbox or adding AI to your business — tell me where it hurts. You'll talk directly to the engineer doing the work. I work with companies across Bulgaria, in person or remotely, and communicate in English.