You've heard AI can transform your business. Every vendor says something different. Most of what they're selling is designed for companies 100x your size. I help European SMEs deploy practical AI — fast timelines, affordable entry points, honest advice about what's worth it and what isn't.
Every service is designed for teams of 20–500 people. No enterprise complexity. No six-figure minimums. Just AI that works for your size and budget.
Two weeks. A written readiness report ranked by severity — covering OT/IT boundary, sensor-data pipelines, edge-inference readiness, and safety-regime maturity — plus a 90-day roadmap you can defend to your board
Four weeks to a strategy document, a business case, an ROI model, and a 12-month execution plan — scoped for industrial operators where OEE, safety-regime timelines, and physical-system procurement cycles are the real constraints, not just board optics
Eight weeks. A fine-tuned open-weight model — Mistral, Llama 3, or Qwen — trained on your proprietary industrial data (maintenance manuals, MES/PLC logs, technical documentation) and running on infrastructure you control, not a frontier API you rent
Twelve weeks to harden an edge or embedded AI pilot stuck before production — on constrained hardware, inside safety envelopes, under latency and reliability requirements the pilot was never designed to meet
Twelve to twenty-four weeks to risk-classify your AI systems, complete the conformity assessment, produce the Annex IV technical documentation, and stand up post-market monitoring — with special depth on Annex III high-risk categories for autonomous, industrial, and robotics deployments
Part-time executive AI leadership — six to twelve months, two days a week — owning the AI P&L, governing physical-AI risk, chairing the AI-safety board, aligning OT/IT AI policy with standards, and building the regulator-facing narrative for industrial, automotive, and energy organisations