Connected capabilities

Commercial AI Transformation

AI in marketing and sales is not a technology project in isolation. It changes opportunities, operating models, workflows, decisions, roles and the capabilities needed to make value last.

I connect the work across business, data, technology and organisation — leading where I add the most value and bringing in specialist partners where deeper expertise is needed.

From opportunity to operating impact

Five connected steps.

Not every organisation needs every step at once. Start with the question that matters and expand only when that creates additional value.

01
Discover

AI opportunity & value assessment

Identify where AI can create meaningful customer, commercial and operational value. Focus the portfolio on problems worth solving and opportunities worth proving.

Digitize can leadOpportunity discovery, value assessment, prioritisation and business case.
Digitize can supportExisting strategy, innovation or portfolio teams with commercial-AI framing.
Typically delivered with specialist partnersDeep sector research, specialist data science or technology feasibility where required.
02
Design

AI-first commercial operating model

Design how marketing and sales create value when AI becomes part of everyday work: decision rights, processes, governance, roles, measures and ways of working.

Digitize can leadCommercial operating-model design, capability blueprint, roadmap and alignment.
Digitize can supportTransformation offices, business architecture and functional design teams.
Typically delivered with specialist partnersEnterprise architecture, platform-specific design or regulated-domain expertise.
03
Build

Workflows, prototypes & transformation capabilities

Turn the design into something tangible. Build workflows, prototypes, data foundations and the capabilities people need to test and improve new ways of working.

Digitize can leadProof-of-Value direction, workflow design, product ownership and capability building.
Digitize can supportInternal product, data or engineering teams with business translation and delivery focus.
Typically delivered with specialist partnersProduction engineering, model development, integrations and specialist implementation.
04
Transform

Implementation, adoption & organisational change

Make the new approach work in practice. Connect implementation with adoption, role change, leadership, communication and the operating rhythm of the organisation.

Digitize can leadProgramme leadership, stakeholder alignment, adoption design and change enablement.
Digitize can supportExisting implementation, HR, change or delivery leadership where additional connection is needed.
Typically delivered with specialist partnersLarge-scale implementation, training delivery, system integration or organisational change capacity.
05
Scale

Governance, measurement & continuous improvement

Keep learning after launch. Measure value, improve quality, manage risk and evolve the portfolio so the organisation becomes increasingly self-sufficient.

Digitize can leadCommercial KPI frameworks, AI governance, portfolio steering and continuous improvement.
Digitize can supportLeadership, data governance and performance teams with independent structure and focus.
Typically delivered with specialist partnersIndependent assurance, compliance, platform operations and specialist monitoring.
The capabilities underneath

The problem decides what expertise is needed.

Strategy & Value · Customer & Commerce · Data & Analytics · AI & Technology · People & Organisation · Leadership & Delivery

I work across these capabilities because real transformation questions rarely stay within one discipline. The point is not to use every capability. The point is to know which ones matter.

Explore related solutions →
Bring a real question

Start with the part that matters now.

We can identify the right next step without making the engagement bigger than the problem.

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