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Dan Cumberland

AI Implementation for Founder-Led AEC and Professional-Services Firms

The problem this solves

AI pilots that never spread beyond the team that built them
Dan Cumberland takes a firm's existing AI plan and builds the working version of it — redesigning the highest-value workflow with AI inside it, standing up the tools, and getting the team using them in real work. The engagement is aimed at founder-led engineering, architecture, construction and professional-services firms that have a strategy but stalled between pilot and integration.
Technique

'Done' means the AI step lives in the SOP and training is scheduled

“"Done" has a definition. The AI step lives in the SOP. Training is on the calendar.”

— AI Implementation Consulting for Founder-Led Firms

Novel practice

Weights people and culture equal to the technology in the build

“This is where most implementations fail, and it's the part we score equally... We measure where every person sits on a five-tier ladder — Non-User, Curious, Practitioner, Builder, Architect — and the build moves people up it.”

— AI Implementation Consulting for Founder-Led Firms

Technique

Start with the people who already make the work run, and the firm follows

“find the people who already make it run, build with them, and the rest of the firm follows”

— AI Implementation Consulting for Founder-Led Firms

AI implementationAI adoptionWorkflow automationChange managementProfessional servicesAI maturity

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