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Practical AI & data consultancy

Finding practical uses for AI

Together, we explore what could improve, what your data can support, and whether a solution is worth building.

Talk through an opportunity How we work
Business first, data second, technology third A simple line connects the three decisions in order: business value, data, then technology. 01 / BEGIN WITH BUSINESS VALUE 02 / THEN CHECK DATA 03 / THEN CONSIDER TECHNOLOGY

Our approach

Three considered steps, without a leap of faith

A focused pilot gives us something concrete to learn from together, whether that points towards a broader implementation, some preparation of the data, or a decision to pause for now.

Understand, test, then decide The process moves from understanding the outcome to testing it with a focused pilot, followed by one of three decisions: embed it, prepare data first, or pause. 01 UNDERSTAND 02 TEST PILOT 03 DECIDE EMBED IT EVIDENCE SUPPORTS IT PREPARE DATA SOME GROUNDWORK FIRST NOT YET PAUSE AND RECONSIDER
01

Understand

Together, we clarify the outcome, workflow, available data and practical constraints, beginning with what could improve rather than assuming a particular tool is needed.

02

Test

We shape a focused, measurable pilot with the people who would use it, so that the scope stays manageable and everyone can see what is being learned.

03

Embed

When the evidence supports continuing, we can help develop the pilot into a sustainable capability with clear ownership, a workable process and appropriate technology.

Ways to work together

Begin with a contained piece of work, then build on what we learn

Most engagements can begin with a short assessment, giving us a useful basis for deciding together whether a larger programme makes sense.

01
A useful starting point

AI Opportunity Quick Scan

A focused assessment that gives us a shared view of which use case may be worth piloting first, or whether some preparation would be more useful for now.

5 consultant-days, 1 to 2 weeks
02

Pilot or First Build

A defined, time-boxed build around one use case and one measurable criterion, designed to show what is possible before either side commits to something larger.

10 to 20 consultant-days
03

Scale and ongoing support

When a pilot provides encouraging evidence, we can work together on broader implementation, integration, data preparation and the practical steps needed to operate it well.

Fixed-scope or ad hoc
04

AI Value Partner retainer

A small, ongoing arrangement for monitoring, incremental improvements, cost review and regular conversations about what may be worth considering next.

2 consultant-days a month

Who we are

A small team that stays close to the work

We bring business judgement and technical depth together, while working closely with the people who understand the organisation best.

Our team combines practical business and client leadership with AI and data-engineering capability, which allows us to help frame an opportunity, work through the decisions with you, and build when the evidence suggests it would be worthwhile.

Our technical work can extend beyond standard LLM implementations into data, analytics, forecasting, machine learning and tailored AI applications, but your people remain central throughout because they understand the business and its context in ways an outside team cannot.

Start a conversation

What could work better in your business?

If there is a problem or opportunity you would like to think through, a free first conversation can help us explore it together and consider whether a practical next step would be worthwhile.

Talk it through

{{CONTACT_EMAIL}} · Up to 60 minutes · You do not need to prepare a brief