AI & Machine Learning
Production AI for demanding enterprises. Custom LLMs, predictive analytics, computer vision, and agentic systems — designed with explainability, governance, and EU compliance baked in from day one.
What We Build
Production AI systems for enterprises — explainable, audited, EU-deployable.
Fine-tuned and RAG-powered systems on OpenAI, Anthropic, Gemini, and self-hosted open-weight models. Provenance tracking and citation-grade retrieval out of the box.
Forecasting, churn, fraud, and risk models trained on production data. Calibrated, monitored, retrainable on schedule.
Defect detection, document understanding, OCR, and video analytics. Edge-deployable inference for air-gapped environments.
Classification, extraction, summarisation, and conversational interfaces. Multilingual by default.
Model design, training pipelines, evaluation harnesses, and MLOps tooling for teams that ship more than a notebook.
Tool-use agents, MCP integrations, multi-step reasoning — with approval gates and full audit traceability.
End-to-end AI engineering. Every model ships with a calibrated evaluation rubric, drift monitoring, and an audit trail compatible with EU AI Act and ISO 42001 controls.
Who It's For
Profiles
CDOs, Heads of Data, and Engineering leaders in demanding enterprises — across industries.
The constraint
You need AI capability without ceding governance or data sovereignty. SaaS-first vendors won't work. We build models that deploy where your data already lives.
Typical Deliverables
Evaluation reports, fairness metrics, and risk classifications under the EU AI Act.
Containerised, observable, with autoscaling and rollback automation.
Citation-grade retrieval — every answer traceable to its source document.
Training, registry, deployment, monitoring — your team owns the lifecycle.
EU AI Act risk classification, conformity assessment, ISO 42001 control mapping.
ADRs, runbooks, internal training. Your engineers own what we build.
Ready to secure your
enterprise infrastructure?
Schedule a technical briefing. No sales pitch — just architects and your team.