The technology is only one factor.

We help organisations rethink how they create value, work and build around AI, turning technological change into meaningful business outcomes.

Strategy · Operating Model · Product & Engineering

WHAT WE DO

Change the organisation, not just the tools.

Strategy & Advantage

Decide where AI can create real advantage. Identify the opportunities that matter, understand the economics behind them and turn ambition into clear choices, investment priorities and a practical roadmap.

Strategy & Advantage

Decide where AI can create real advantage. Identify the opportunities that matter, understand the economics behind them and turn ambition into clear choices, investment priorities and a practical roadmap.

Work & Operating Model

Redesign how work gets done. Rethink workflows, roles and decision-making across people, software and agents so the organisation changes with the technology.

Work & Operating Model

Redesign how work gets done. Rethink workflows, roles and decision-making across people, software and agents so the organisation changes with the technology.

Product & Engineering

Turn strategy into working systems. Work alongside product and engineering teams to prototype, build and operationalise AI-native products, platforms and development systems.

Product & Engineering

Turn strategy into working systems. Work alongside product and engineering teams to prototype, build and operationalise AI-native products, platforms and development systems.

Evaluation & Reliability

Build AI systems you can actually trust. Move beyond demos with clear evaluation, quality, observability and reliability systems designed for production AI.

Evaluation & Reliability

Build AI systems you can actually trust. Move beyond demos with clear evaluation, quality, observability and reliability systems designed for production AI.

Executive Advisory

Experienced thinking around difficult decisions. Independent support for leaders navigating AI strategy, organisational change, product direction and technology investment.

Executive Advisory

Experienced thinking around difficult decisions. Independent support for leaders navigating AI strategy, organisational change, product direction and technology investment.

WHY FACTOR

The challenge is rarely just the technology.

What usually happens

What usually happens

AI starts as disconnected experiments

Existing workflows get automated, not redesigned

Productivity improves but bottlenecks move elsewhere

Teams gain tools without changing how they work

Success becomes difficult to measure

What we work towards

What we work towards

A clear portfolio of AI opportunities

Work designed around new capabilities

Faster end-to-end execution

Capability embedded in the organisation

Outcomes you can measure

THE SHIFT

AI-native organisations will outpace
those that simply adopt AI.

The advantage will not come from giving everyone better tools.

It will come from redesigning how the organisation itself works: how decisions are made, how work moves, how teams are structured, and how people, software and agents operate together.

AI-native organisations are not organisations that use more AI. They are organisations designed around what AI now makes possible.

01 — Rethink the work

Do not just automate existing tasks. Question which work should still exist, which steps can disappear entirely, and where technology creates fundamentally different ways of operating.

02 — Remove the new bottlenecks

When producing work gets faster, constraints move elsewhere. Decision-making, review, coordination, governance and organisational hand-offs increasingly determine the speed of the system.

03 — Redesign around people + agents

The future operating model is not humans or AI. It is a deliberate division of responsibility between people, software and agents, with clear ownership, verification and escalation.

04 — Build for continuous change

AI capability will keep moving. The organisations that benefit most will build operating systems capable of adapting as the technology changes.

Becoming AI-native is not a technology migration.
It is an organisational redesign.

OUR POINT OF VIEW

AI transformation is an organisational problem.

The model matters. The platform matters. The tools matter. But so do the workflows around them, the people using them and the decisions they influence.

That is why Factor looks beyond the technology itself.

We work across the organisation to understand which factors determine the outcome, then help change the ones that matter.

WHERE WE GO DEEPEST

From leadership decisions
to working systems.

Factor works across three layers:

Strategy

Where should AI actually matter? Clarify the opportunities, choices and economics before committing significant time and capital.

Organisation

What needs to change around the technology? Redesign workflows, roles, behaviours and operating systems to capture the value.

Technology

How do we make it real? Prototype, build, evaluate and operationalise the products and systems required to deliver the change.

WHAT CHANGES

WHAT CHANGES

Better technology
is not the outcome.

Better technology
is not the outcome.

Better technology
is not the outcome.

Better decisions

Clearer priorities, investment choices and measures of value.

Better decisions

Clearer priorities, investment choices and measures of value.

Faster execution

Remove constraints across the whole workflow, not simply within individual tasks.

Faster execution

Remove constraints across the whole workflow, not simply within individual tasks.

Higher-value work

Reduce low-value effort and expand what teams are capable of doing.

Higher-value work

Reduce low-value effort and expand what teams are capable of doing.

Fewer organisational bottlenecks

Redesign hand-offs, approvals and operating mechanisms that technology alone cannot fix.

Fewer organisational bottlenecks

Redesign hand-offs, approvals and operating mechanisms that technology alone cannot fix.

More reliable AI

Build evaluation, observability and governance into systems from the beginning.

More reliable AI

Build evaluation, observability and governance into systems from the beginning.

Lasting capability

Leave behind stronger teams, systems and ways of working rather than dependency on consultants.

Lasting capability

Leave behind stronger teams, systems and ways of working rather than dependency on consultants.

WORKING WITH FACTOR

Different problems need different shapes of engagement.

Diagnostic Sprint

Clarity before a larger commitment.

FOCUSED

What’s included

Current-state assessment

Opportunity and constraint mapping

Prioritisation

Executive readout

Transformation Partnership

For organisations ready to move from strategy into meaningful change.

TRANSFORMATION

What’s included

Strategy and roadmap

Operating-model redesign

Product and engineering transformation

Evaluation and capability building

Executive Advisory

ONGOING

Independent perspective for evolving AI and technology decisions

FAQ

Questions we often get asked.

What kind of organisations does Factor work with?

We work best with organisations where technology is becoming strategically important and leadership recognises that adopting tools alone will not create the change they are looking for. Our work typically sits across leadership, product, engineering and operations.

Do you only advise, or do you also build?
Are you an AI consultancy?
How is Factor different from a traditional consultancy?
Do we need to know exactly what we want before talking to you?

FAQ

Questions we often get asked.

What kind of organisations does Factor work with?

We work best with organisations where technology is becoming strategically important and leadership recognises that adopting tools alone will not create the change they are looking for. Our work typically sits across leadership, product, engineering and operations.

Do you only advise, or do you also build?
Are you an AI consultancy?
How is Factor different from a traditional consultancy?
Do we need to know exactly what we want before talking to you?

FAQ

Questions we often get asked.

What kind of organisations does Factor work with?

We work best with organisations where technology is becoming strategically important and leadership recognises that adopting tools alone will not create the change they are looking for. Our work typically sits across leadership, product, engineering and operations.

Do you only advise, or do you also build?
Are you an AI consultancy?
How is Factor different from a traditional consultancy?
Do we need to know exactly what we want before talking to you?

START A CONVERSATION

Technology will keep changing. The question is what you change around it.

Factor is an independent advisory practice helping organisations navigate technological change across strategy, operating models, product and engineering.

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