Thomas Mbanefo
Lead designer
Enterprise SaaS and AI systems
Featured Work
Shipping usable products on top of messy enterprise data and AI.
66.7% faster onboarding
ArborRebuilding the entity foundation the whole asset platform stands on. From the data model up through onboarding and the interface.
67% of managers off Power BI
KovaTurning raw portfolio data into the answers fund managers were actually asking, with a data-quality layer underneath the analytics.
86% parsing accuracy
PlioAI-assisted invoice ingestion with guardrails, not a black box. Confidence-graded and human-in-the-loop across a multi-country portfolio.
1st self-serve finance calculator
Finning UKDealer portal and finance calculator for a major Caterpillar dealer. Turning multi-step, sales-gated quotes into a self-serve estimate and repayment flow.
−23% checkout abandonment
OnBuyCheckout and discovery for one of the UK's largest marketplaces, 8M+ buyers. A shorter, more trustworthy path from basket to confirmed order across millions of listings.
Testimonials
A few words from the people I've built and shipped with.
Thomas joined us for the Finning build and shipped a self-serve finance calculator that held up on a job site. Pragmatic, fast, and great to work with.Wes HenstockConfid3ntial
Thomas was my closest collaborator on the Verde project. He genuinely wants the research, and he turned our findings into shipped design decisions within days.Gobi AroganamUX Researcher, Evora Global
I worked with Thomas every day on the Arbor project. He understood the data model as well as any engineer, and his design system kept the whole team shipping in step.Dan PierceProduct Manager, Evora Global