AI that runs where your data and your operations already are.
We train the models, build the agents that use them, and put both where the data cannot leave — inside a regulated network, on a warehouse floor, at a factory gate. EU AI Act & GDPR aligned, audit-ready from day one.
- EU data residency (Mistral AI + Qdrant)
- Self-host / air-gap
- EU AI Act & GDPR aligned
- Per-tenant isolation
- Audit-ready logs
Built on a foundation of
- Python
- TypeScript
- Next.js
- FastAPI
- Flutter
- Mistral AI
- LangGraph
- MCP
- Qdrant
- SQL
The hard problems
Bring us the problem nobody else could solve.
Two decades of shipping systems that have to keep working, and the last of them spent on models, the agents that use them, and the infrastructure both run on. The stalled migration, the system failing in production, the build three vendors couldn't finish — that's the work we take on. One senior team scopes it, architects it, and ships it, with two decades of delivery record and named, verifiable credentials behind every decision.
Every layer, one team
From Active Directory forests to RAG pipelines to ServiceNow CMDBs — the whole stack is ours to own, with no handoffs between vendors where problems hide.
No off-the-shelf escape hatch
We start from the failure in front of you, not from a template. The hard cases get engineering, not a workaround.
20+ years of failure modes
Two decades of production systems means we've usually seen how something breaks before it breaks on you — and we know what actually holds up.
Products
Products we build
A short catalogue on purpose, and every entry is the same idea in a different place: a trained model and the software around it, running on infrastructure the customer controls. In a regulated network that is retrieval and air-gapped reasoning; on a warehouse floor it is a detector watching the aisle; at a factory gate it is a plate read against an approved visit.
EinCoreRAG
Enterprise RAG you can run in the EU — or air-gapped.
- FastAPI
- LangGraph
- PostgreSQL RLS
VAP
Edge video analytics for warehouses — the video never leaves your site.
- NVIDIA / ONNX Runtime
- Python 3.13
- FastAPI
GateRev
The digital gate for factories and logistics centres.
- Next.js
- TypeScript
- Prisma
ServiceNow AI Defender
Air-gapped LLM reasoning for enterprise ITSM workflows.
- ServiceNow
- GlideScript
- Ollama
Industries
Built for regulated teams
Warehousing, manufacturing, healthcare and financial services — each with a product shaped for what it has to prove.
Warehousing & logistics
The aisles where forklifts and people meet, watched on the cameras already on the wall — VAP.
Manufacturing & industry
Every truck and visitor through the gate, with the safety check made at the barrier — GateRev.
Healthcare
On-prem AI where patient data never leaves the building.
Financial services
DORA-ready, EU-sovereign AI without US-cloud dependency.
Featured project
AI Nexus ITSM
AI middleware that augments ServiceNow incident analysis at enterprise scale.
- Problem
- Enterprise ITSM teams drown in repetitive incident triage. Off-the-shelf cloud LLMs raise compliance and data residency concerns.
- Solution
- Python · Flask · LangChain · Ollama · ChromaDB middleware that integrates with ServiceNow. Deployable on-prem or in the cloud, with PII sanitization built in.
- Design goals
- Faster incident resolution, lower analyst load, and compliant deployment options for regulated industries.
Tech stack
- Python 3.12
- Flask
- LangChain
- Ollama
- ChromaDB
- ServiceNow
Have a project in mind?
Tell us what you want to build. We respond within one business day.
Built by an EU-incorporated senior team — 20+ years in enterprise delivery.