Skip to content

Ways to work together

Four ways in. One person accountable.

Start with an assessment, build one specific thing, bring me on a retainer, or add the AI and automation layer. Compare the four below, and open any for the full detail.

Start here

Scope & roadmap

Short term, under a month

A short review, and a scoped roadmap with rough costs and an MVP.

  • An assessment of your stack and data
  • Several options and recommendations to weigh up
  • Tool-agnostic advice; not partnered with any vendor
  • A prioritised plan with rough costs, and an MVP

Best for: everyone. The best way to start.

Start with a scope

Fixed project

A well-scoped build

One specific thing, scoped and built. You own it outright.

One of: Warehouse Pipelines Dashboard Analysis AI agent
  • Scoped and priced up front, in writing
  • Built and documented in version control
  • A short handover, so your team can run it
  • Yours outright

Best for: a defined piece of work, built and handed over.

Start a project
Booking from Q4 2026

Retainer

Ongoing, 2 to 4 days a week

Part of your team, long-term. Two ways to work. A Scope or Fixed project can start before then.

  • I run your function as a fractional lead
  • Or I embed as a senior analyst alongside
  • Product analytics, one-off analysis, AB testing
  • Mentoring and AI building included

Best for: ongoing senior analytics, fractional or embedded.

Discuss a retainer

AI & automation

On a model you trust

The manual work, running itself. Built on numbers that tie out.

  • Reports that draft themselves
  • Agents that reconcile overnight
  • Data workflows and small app builds
  • Built and maintained, not bolted on

Best for: teams losing hours to manual reporting.

Discuss an AI build

Scope & roadmap · under a month

A scoped roadmap, before you commit.

A short, focused review of what you have and what's working. You leave with a prioritised, costed roadmap, an MVP scoped where a build makes sense, and tool-agnostic recommendations you can act on yourself, hand to your team, or use to brief a bigger build.

Includes

  • An assessment of your stack and data
  • Several options and recommendations to weigh up
  • Tool-agnostic advice; I'm not partnered with any vendor
  • A prioritised plan with rough costs, and an MVP if a build makes sense

Who it's for

  • Everyone. The best way to start working together
  • Anyone who wants the shape and cost before committing to a build
  • Teams not sure which package they need, or whether they need one
Start with a scope

Fixed project · a well-scoped build

One specific thing, built and handed over.

A defined build, scoped up front, then built, documented, and handed over. You own it outright. It can be any one of these.

What it can be

  • A data warehouse stood up
  • Data pipelines and automations
  • A dashboard, built once and properly
  • A one-off analysis you can defend
  • An AI agent or solution

Who it's for

  • You need one specific thing built and handed over
  • A report or dashboard a team keeps asking for
  • A pipeline, warehouse, or automation to set up
  • A one-off analysis, or an AI agent for a specific job
Start a project

Retainer · 2 to 4 days a week · booking from Q4 2026

Part of your team, for the long run.

Two ways to work, depending on your team. Either way you get product analytics, mentoring, and the AI layer kept current. Most retainers run for years; the shortest so far was six months. New retainers are booking from Q4 2026; if you need to move before then, a Scope or Fixed project can land the one number sooner.

No senior owner yet

I run your analytics function

As a fractional lead, often for smaller companies. I hold the roadmap with leadership and take the ARR and retention story off your plate.

You have a strong senior analyst

I embed alongside

You keep the roadmap. I multiply the effort on the hard parts, product analytics, experimentation, the semantic layer an agent sits on, and hand it back. See a handover →

Includes

  • Product analytics, one-off analysis, and AB testing
  • The whole function built and run, or delivered against your roadmap
  • When Finance, Product and the CRO disagree on a number, I do the reconciliation work and bring you the one defensible definition to take to the room
  • Mentoring for your analysts; the AI layer kept current
  • Hiring support when you are ready for a permanent hire

Who it's for

  • Companies that need a Head of Data function but aren't ready to hire one
  • Teams with a stretched senior analyst who want a technical peer
  • Founders and CFOs who want to own the analytics function long-term
Discuss a retainer

AI & automation · on a model you trust

The manual work, running itself.

Agentic automations, data workflows, and app builds, on top of a model whose numbers tie out. It runs on the foundation the other packages build, so the answers reconcile instead of being a confident number nobody can defend.

What it does

  • Reports that draft themselves
  • Agents that reconcile overnight and Slack the exceptions
  • Data workflows and small app builds
  • Built and maintained, on a layer you can defend

Who it's for

  • Teams losing hours to manual reporting and reconciliation
  • Leaders who want AI on their data, built on numbers they trust
  • Added to a fixed project or a retainer, or built on its own
Discuss an AI build See the AI layer

How the commitment works

On a fixed project, the deliverable, the edges around it, and the date are agreed in writing before any work starts. No scope-creep surprises. Retainers are reviewed against outcomes every quarter and renew only because the work has earned it. A scope is small and bounded, and the roadmap is yours either way.

How an engagement runs

1

It starts bounded

A scope or a fixed project, with the first commitment small and the scope written down before anything begins.

2

It is built to be handed over

Documentation, runbooks, and code your team can read. The deliverable includes your team able to run it without me.

3

The same person stays

Same operator from day one. When a project needs a skill I don't carry, or the timeline is tight, I bring in operators from a network I trust, only ever with your agreement, and I stay accountable for the result. You always get me on calls.

21 projects, documented in full.

From more than 50 delivered, across fintech, EdTech, mobile gaming, e-commerce, creative agencies, and enterprise.

Previous projects

Not sure which way in?

Tell me where your data is today and what is on fire. I'll figure out scope on a 30-min call before either of us commits to anything.

Book a call