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Human-led AI Transformation.

Whitesmith works with CEOs, COOs and boards to change how the organisation is run so that AI shows up in its results: who owns AI outcomes, which part of the business changes first, and where to invest next.

Most organisations have AI tools and have trained their people, yet the way they allocate budget, assign ownership and manage risk hasn't changed, so results haven't either. Changing that is a leadership decision. We run our own business on the same AI systems we build for clients, so we work from what we have already shipped.

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700+ hours a year

of savings identified in a 10-hour assessment

Case study: Musicians on Call

1 day to 1 hour

to write a product spec, as AI-enabled workflows spread across development and product management

Case study: Electica

What is human-led AI transformation?

Human-led AI transformation changes how the whole organisation thinks about, approaches and leads AI. Leadership owns each AI outcome, decides which part of the business changes first, and holds people to the result. Whether the change starts in engineering, in operations or across both, the question is the same: what has to be true about how the company is run for AI to show up in performance.

How Human-led AI Transformation works

Name the owner

Each AI outcome gets one named owner, usually the leader who already owns the business objective it serves.

Choose what changes first

One objective the leadership team already tracks, in one part of the business, so the change is contained and the result is clear.

Build it in a live area

We design how people and agents work together in that area and implement it inside your live operations.

Measure, then spread

You get a before and after readout you can take to the board. What works then moves to other functions.

Built for leaders who can change the structure

For CEOs, COOs, CFOs and board members who can move budget, change reporting lines and hold people accountable for outcomes. Without that authority, the work stalls at the recommendation stage.

Not sure where you stand? The free AI Momentum Check takes about 8 minutes.

Where to start

Start

For leaders who want clarity before committing further budget or structural change.

  • Where AI can create real gains, and where it can't
  • Where organisational risk is growing
  • Where initiatives are fragmented or duplicating effort
  • What must change in how the organisation is run
  • Executive diagnostic session
  • AI capability and risk assessment
  • Written report
  • 30-minute review session

€2,400

$2,750 / £2,000

Book online now

The full fee is credited against Action Plan or Scale started within 60 days.

Action Plan

For leadership teams ready to define how AI fits into their operating structure.

  • Clear AI ambition and scope
  • Defined ownership and accountability
  • An investment and prioritisation framework
  • The operating model changes needed to deliver
  • A phased plan
  • Executive and functional interviews
  • Cross-functional capability assessment
  • Operating model design workshop
  • Execution blueprint for leadership

From €11,000

$12,250 / £9,250

Enquire

Scope and pricing tailored to your organisation.

Scale

For organisations ready to implement and prove AI value in a defined business area.

  • A working AI-enabled workflow in a live business area
  • Proof of value in live operations
  • Measured commercial, operational or efficiency gains
  • Leadership oversight built into delivery
  • A clear decision point for wider rollout
  • Everything in Action Plan
  • Selection of a defined business initiative
  • Hands-on implementation within a contained scope
  • Before and after impact readout
  • Refined operating model for expansion

From €34,000

$38,000 / £28,750

Enquire

Pricing based on project scope, timeline and complexity.

AI Operating Partnership

Once the first change is running, Whitesmith can stay on as your ongoing AI leadership, on a retained basis. Each quarter we recalibrate your AI operating model, keep governance current as tools and regulation change, and help your leadership decide where to invest next.

From €10,000 / month

$11,250 / £8,500 / month

How the AI Operating Partnership works
Webinar: November 25

AI employees

AI employees work best as part of the team: each agent has a role, a manager and clear limits, and works next to your people. We show how we set that up and manage it. Full details closer to the date.

Register Now

Latest work and insights

Musicians on Call - AI Transformation
Case study

Musicians on Call - AI Transformation

Transforming nonprofit operations through strategic AI automation

Training people on AI is not enough
Blog

Training people on AI is not enough

Most leaders give AI tools to people, train them and wait for the big results. Leverage occurs when individual productivity aligns with company change. A practical playbook for redesigning the operating model.

AI operating models: why AI programmes stall at month six
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AI operating models: why AI programmes stall at month six

Most AI programmes fail at sequencing, not budget. The AI operating model framework we use to find which cell to invest in first, and what to tell the board.

How to manage multiple projects with AI
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How to manage multiple projects with AI

How to run three client projects at once with AI: weekly status reports, meeting notes, request tracking, and the two things I still check by hand.

Running business operations with agents
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Running business operations with agents

Several agents now run our business operations. Their success comes from a process redesign with a clear autonomy contract and a review gate.

The seven decisions behind putting an agent into a real workflow
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The seven decisions behind putting an agent into a real workflow

The tool-agnostic checklist we use to put an agent into a live business process: objective, owner, source of truth, trigger, autonomy, review gate, metrics.

How our invoicing went from human-led to AI-led
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How our invoicing went from human-led to AI-led

How we moved invoicing from a human-led process to an AI-led one: first scripts, then a flow that checks its own sources. And what it means for leaders.

AI for leaders: six workflows we run at Whitesmith
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AI for leaders: six workflows we run at Whitesmith

Six AI workflows we run inside Whitesmith every week: brand voice, daily triage, pipeline review, meetings and more. From our Claude for Leaders webinar.

Common questions about AI transformation

It is right if you can move budget, change who owns what, and hold people to an outcome. It is the wrong fit if you want a tool rolled out or a training course, or if nobody with that authority will sponsor the work, because then it stalls at the recommendation stage.

The work comes in steps, and the price of each is shown on this page. Start is a diagnostic with a written report, and its fee is credited against Action Plan or Scale if you begin within 60 days. Action Plan defines how AI fits your operating structure. Scale builds one initiative into live operations, with a before and after readout. AI Operating Partnership is a monthly retainer for ongoing work. Not every organisation needs every step.

Talk to us about AI in your organisation

Tell us what you're trying to change and who owns it, and we'll get back to you.

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