BAIOS™ is the five-pillar operating model that moves AI from pilot to operational value. Built on 15 years of enterprise transformation at IBM and Miele.
The pillar content adapts to your role. Click the card that fits you best.
CEO, CDO, COO
Board urgency, ROI and competitive positioning. AI as a strategic lever for growth.
CTO, IT Director, Architect
Architecture, integration and EU AI Act compliance. Building AI at enterprise scale.
Innovation lead, Programme manager
Use cases, readiness and value. Which pilots deserve to scale, and what has to be true first.
Five pillars. From foundation to strategy. Not the other way around.
Operating Model
Talent, change management, capability building, value realisation
AI fails not on technology. It fails on people and structure. Without an operating model there is no adoption, no ROI.
Data & Architecture
Data infrastructure, CRM & platform modernisation, governance
AI Core & Agents
Use case prioritisation, model selection, agentic deployment
Governance & Risk
EU AI Act compliance, model oversight, accountability
AI Strategy
AI vision, board objectives, competitive positioning, roadmap
Earlier career experience at IBM iX and Miele X, working with these brands. BAIOS™ was built afterwards, from that experience, and draws on published research from McKinsey, BCG, Gartner, Deloitte and the OECD.
years enterprise transformation
client cases across my career
pillars, 1 system
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