RAG over your data
The agent queries your documentation, wikis and databases before answering. Zero hallucination about what you already know.
Services
Five practices to accelerate AI adoption.
Each service is designed for enterprises past the pilot stage — teams that need to take AI to production with SLA, observability and compliance.
01 02 03 04 05 06
Service · AI agents
Agents that know your business — not generic ones.
We build agents with RAG over your docs, CRM and databases. Tool use with guardrails and human-in-the-loop where it matters.
Service · Automation
Workflows where AI decides at each step.
RPA + LLMs orchestrated over your existing systems. Triggers, decisions and actions with full traceability.
Service · AI integrations
Embeddings and semantic search without rewriting your stack.
We plug AI capabilities into existing systems. Semantic search, document analysis, automatic classification — all on-prem or in your VPC.
Service · Private AI
AI that knows your company without your data leaving it.
RAG over your internal knowledge, deployed on-premise, in your private cloud or as a hybrid setup. The model answers with your information — and that information never changes hands.
Service · Custom development
Custom software with AI-native judgement.
When the solution doesn't exist off-the-shelf or requires complex integrations, we set up dedicated squads with senior architects and engineers.
Service · Magento eCommerce
Magento eCommerce now AI-augmented.
Our long-running practice, revitalized: Magento 2 + Adobe Commerce stores with recommendations, semantic catalog search and assisted support.
02 — Technical capabilities
What ships with every implementation.
The stack under each solution — built for enterprises with sensitive data and strict compliance.
Vector embeddings
Semantic search over PDFs, contracts and tickets. It finds meaning, not just matching words.
PII masking
Personal data (national ID, email, names) anonymized before touching external models. Compliance by design.
On-prem / Air-gapped
Models in your infrastructure or private cloud. Your data never leaves the perimeter you control.
Custom fine-tuning
Models tuned on your internal corpus. They speak your vocabulary, know your processes and keep your tone.
Open-source models
Llama, Mistral, Qwen. A real alternative to closed APIs — no lock-in, no single-vendor dependency.
Audit logs
Every inference is logged with full traceability: prompt, context, tools used, result.
Human-in-the-loop
Critical actions (transactions, shipments, updates) require human approval before they execute.
How we work
Three phases, from first contact to operations.
A structured process: technical discovery, implementation with SLA and ongoing operations.
01
Discovery
2 weeks · one-time
Technical immersion with your team: we map data, systems, risks and design an implementation roadmap.
- Stakeholder and dev team interviews
- Data and architecture analysis
- Solution design + phased roadmap
- Implementation investment estimate
02
Implementation
8–16 weeks · fixed scope
Build and ship the system designed during discovery. Dedicated squads with SLA and weekly deliveries.
- Senior squad (PM + architect + engineers)
- On-prem, VPC or air-gapped deployment
- Observability and monitoring from day 1
- Full knowledge transfer and documentation
03
Retainer
Monthly · annual SLA
24/7 SLA support, model evolution and new use cases on the same platform.
- SLA support (response/resolution time)
- Continuous model improvement
- New use cases on the same platform
- Monthly audit + executive report
06 — Contact
We start with a 45-minute technical session.
No endless form. Tell us briefly about the challenge and we will book a call. If it is not a fit, we say so.