PropTech, London
Folio & Field
A growing property data product had information spread across five tools, no agreed source of truth and no clear view of where AI might fit.
I mapped the data, identified gaps that were costing the team time and put together a 90-day plan they could run themselves. They moved away from chasing tools and had a clear plan to follow.
Professional Services, Manchester
Meridian & Moss
A boutique consultancy preparing for a funding round couldn't answer investor questions about revenue by service line, retention or pipeline.
In a four-week sprint, I audited the data and produced a prioritised roadmap with costs. The team went into the round able to explain its data and the work needed to improve it.
Media & Publishing, London
The Brief Collective
With revenue from newsletters, events and brand partnerships, the team needed to understand which areas were worth investing in. They were relying on instinct because they didn't trust the numbers.
I defined the metrics, brought audience and revenue data together and built reporting that helped the team and its partners understand the business.
E-commerce, UK
Harbour & Co
A founder-led product brand was selling well, but Shopify, email and paid marketing data sat separately. The founder had little to go on when allocating budget.
I scoped and oversaw an analytics build that brought together customer sources, acquisition costs and the products driving repeat purchases.
Stack · BigQuery, Looker Studio
Health & Wellness, London
Clearpath Health
An early-stage health platform was preparing for a Series A but couldn't produce the metrics investors were asking for.
I built the data model, reporting layer and metrics framework, with a setup the team could manage. The company closed the round.
Stack · Dynamics 365, Power BI
Creative Agency, London
Calla Studio
A growing agency had plenty of operational data, but profitability, resourcing and client reporting depended on spreadsheets the team didn't trust.
I worked as its fractional AI and data lead for four months. I audited the systems, brought the data into one reporting environment and built dashboards the team used, without a full-time hire.
Social Impact
Tenant Voice & Transparency Hub
A four-module platform designed to help residents be heard and give organisations the data to respond.
I led the product strategy from the initial idea through to submission. The bid secured £285,000 from the Social Housing Innovation Fund.
Undisclosed SaaS founder, London
AI Readiness Audit
A SaaS founder wanted AI on the roadmap but wasn't sure what to build or when.
I reviewed readiness across product, operations and data, then set out what to build now, what to defer and what to leave alone. The founder could get back to delivery with those decisions made.