Verbonden voertuigen, ADAS, autonome systemen, EV-laadnetwerken — automotive AI opereert onder beperkingen die cloud-first architecten niet begrijpen. Latentie onder 10ms. Offline-first operatie. Functionele veiligheidscertificering. Ik heb NissanConnect geleid in 39 landen en het autonome EV-laadplatform van Auralink gebouwd. Ik weet wat er in automotive wordt uitgerold — en wat niet.
Vijf diensten voor OEM's, Tier 1-leveranciers en mobiliteitsbedrijven die AI inzetten in voertuigen en infrastructuur.
Four weeks to a strategy document, a business case, an ROI model, and a 12-month execution plan — reconciled end to end and defensible to the board, the CFO, and your head of engineering
Eight weeks. A fine-tuned open-weight model — Llama 3, Mistral, or Qwen — that outperforms GPT-4 and Claude on your vertical while running on infrastructure you control
Sixteen weeks to AI running on the edge — inside a factory, a vehicle, a substation, or a sovereign infrastructure site — with the safety evidence, the SRE handoff, and the integration your operations team will accept
Twelve weeks to harden a working AI pilot into a system that will survive its commercial stage gate — whether that is an enterprise launch, a public sector go-live, an SME rollout, or a Series A
Eight weeks to engineer prompt-injection defense, PII redaction, audit logs, and a real threat model into your AI pipeline — before a red team finds them missing
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 — before an enforcement deadline finds you unprepared
A monthly retainer that runs your production AI like a production system — dashboards, alerts, eval regressions, on-call response, cost tracking, and the quarterly model-refresh call your team would otherwise skip
Part-time executive AI leadership — six to twelve months, two days a week — owning the AI P&L, governing risk, reporting to the board, and coaching the team you will eventually promote into the seat
NissanConnect: meer dan 4 miljoen verbonden gebruikers in 39 landen, eerste hoofd unit met ingebouwde Google-diensten. Auralink: volledig EV-laadplatform met autonome incidentafhandeling. ABB E-mobility: go-to-market voor 400kW ultrasnel laden. Dit is automotive AI in productie, geen simulatie.