Software consultancy company in Poland
AI consulting and software development, like a software house
We advise, design and build. You work directly with the senior engineers who write your system, and every engagement starts with a short fixed-price discovery.
Ways to work with us
AI consulting
Strategy, architecture reviews, RAG and agent audits, model and vendor selection, cost and compliance advice.
Project delivery
Fixed-scope software projects from discovery to production, run like a software house with weekly demos.
Team extension
Senior AI and .NET engineers who join your team and deliver inside your process and tools.
01 / 06 · DOCUMENT INTELLIGENCE
RAG systems & AI assistants
Assistants that answer, summarise and draft from your own documents: contracts, regulations, SOPs, policies, case files, trial protocols and logistics records. Answers cite their source, so users can check them in one click.
What we deliver
- Ingestion for PDF, DOCX and scanned files
- Hybrid search with re-ranking
- Cited answers and document drafting
- Per-client or per-matter data isolation
- Evaluation set and quality dashboard
Where it applies
- Legal research and pleading drafts
- Compliance and policy Q&A
- Logistics and shipment knowledge
- Regulatory document search
In production: LexTool · Marc ImpExp
02 / 06 · AGENTIC AI
AI agents & MCP integration
Agents that do real work inside your systems: look up records, prepare documents, raise tickets. We connect them through Model Context Protocol servers and reusable skills, with a human approval step wherever a decision matters.
What we deliver
- ReAct and tool-calling agents in Java or Python
- MCP servers for your internal APIs
- Skill packages loaded on demand
- Human-in-the-loop checkpoints and replay
- Model gateway and usage tracking (MLflow)
Where it applies
- Anthropic Claude
- OpenAI and Azure OpenAI
- Open-weight models on your hardware
In production: Ennov AI Platform
03 / 06 · DATA PROTECTION
PII & PHI de-identification
Most organisations cannot send patient, client or employee data to a language model as it stands. We build the layer in between: it finds names, dates and identifiers, swaps them for tokens, and restores them only for users allowed to see them.
What we deliver
- Entity detection tuned to your documents
- Reversible tokenisation vault
- Confidential-computing deployment
- Per-document audit log
Where it applies
- UK GDPR and EU GDPR
- HIPAA Safe Harbor identifiers
- Clinical trial data handling (GCP)
In production: Themison
04 / 06 · INTEGRATION
System & identity integration
The connections that make AI useful: enterprise APIs, ERP and HR systems, and joiner-mover-leaver automation between Entra ID, Workday and physical access control.
What we deliver
- Enterprise API and middleware integration
- SCIM-style provisioning services
- Workday API and EIB integrations
- Gallagher to SALTO data migration
Where it applies
- Microsoft Entra ID, Okta
- Workday HCM, BambooHR
- SALTO, Gallagher, Paxton, Roger
Software only · no hardware resale
05 / 06 · ENGINEERING
Bespoke software & cloud
Twenty years of C# and .NET behind every project. We build the APIs, workers, admin tools and pipelines that the model depends on, and deploy them on Azure or your own servers.
What we deliver
- C# / .NET 8, ASP.NET Core, gRPC
- Python services for ML workloads
- Azure Container Apps, Docker
- CI/CD with AI code review
Where it applies
- Fixed-scope project delivery
- Embedded senior engineer
- Scrum-led team coordination
Certified ScrumMaster
06 / 06 · HARDWARE
IoT & embedded
Edge devices and telemetry that feed your systems and your AI: sensors, gateways, dashboards and vehicle data.
What we deliver
- ESP32 and M5Stack firmware (MicroPython)
- Raspberry Pi gateways
- MQTT telemetry pipelines
- CAN bus integration
Where it applies
- Industrial monitoring
- Energy and battery systems
- Vehicle diagnostics
AI + hardware under one roof
Our approach
How We Work
Discovery is priced up front. Build work is quoted against defined deliverables, with weekly demos.
Understand
Learn your processes, data and compliance needs.
Design
Architect a tailored solution and prove it on a real sample.
Build
Develop with weekly demos against an agreed evaluation set.
Deploy
Install and configure on Azure or your own servers.
Support
Monitoring, model updates and ongoing improvements.