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Service · AI Integration

Practical AI, deployed on your infrastructure

We integrate LLMs, forecasting models and document automation into your operations — running on infrastructure you control, with your data staying yours.

AI and automation systems in operation

Value in production, not demos

AI projects fail on integration, not models. We focus on production value: routing, forecasting, document processing and support automation — wired into your actual systems, evaluated against your metrics, and deployed without renting your data to a third-party API.

What we deliver

LLM integration

Private and open-source LLM deployment (e.g. Llama, Mistral) with your data on your hardware.

Forecasting & analytics

Demand forecasting, inventory optimization and anomaly detection for supply chains.

Document & data automation

Invoicing, customs paperwork and report generation with human-in-the-loop review.

AI agents & support

Support and triage assistants built on your knowledge base, with clear escalation paths.

Evaluation & guardrails

Metrics-based evaluation, prompt testing and safety guardrails before rollout.

Training & handover

Your team learns to run, extend and monitor the models — no black boxes.

How we deliver

We start with a technical assessment and one production-grade pilot, measured against your KPIs. Open-source models by preference; commercial models only where they demonstrably beat open alternatives. Either way, the deployment runs on infrastructure you control.

Self-hosted by default. Open-source preference. No vendor lock-in — your data, your keys, your infrastructure.

Let us assess your infrastructure

Get a free technical assessment of your current stack and a migration roadmap.