Gov AI Fraud Engine
Built One Login's AI fraud product, the first of any Government, which now screens millions of authentications to systematically identify and reduce fraud.
Jessica Mumby builds AI products.
About Me.
I’m an award winning product leader and consultant with 12+ years across Banking, Big Tech, Pharmaceuticals, and UK Government.
I build products from 0→1, turn around legacy platforms, and lead organisational change. I care about outcomes, not outputs.
Deep expertise in AI powered products, from the UK Government's first AI fraud engine to brain scan quantification, leading multidisciplinary agile teams from backlog to boardrooms.
I’m now back in Newcastle after a five month break travelling Australia and New Zealand.
- 2025–26Lead Product Manager · hedgehog lab
- 2021–25Product & Delivery Lead (UK Gov) · Freelance
- 2020–21Senior Delivery & Product Manager · Made Tech
- 2019–20Programme Manager, New Products · The Guardian
- 2018–19Strategy & Operations · Google
- 2017–18Senior Management Consultant · Oliver Wyman
- 2014–17Global Product Manager · GE Healthcare
My Highlights.
NHS Virtual Visiting
Award winning COVID-19 virtual visiting product for the NHS, 250k+ visits at 1hr+ average duration. Featured in Wired and won "Best IT Project".
Scroll Books: Beat Doomscrolling
Shipped an App to beat doomscrolling by leveraging dopamine from scrolling into reading books. Available on Android and iOS.
EdTech AI
Led an EdTech AI product through product market fit and GTM, 400k+ users and growing MRR by 16%+.
DaTQUANT Brain Scan AI/ML
Shipped an AI/ML product for quantifying brain scans, and launched DaTSCAN into new global markets.
RBS Digital Bank
Led product strategy and delivery for a new digital bank alongside 20 developers and 5 designers with a focus on UX, technical architecture, and stakeholder management.
My Apps.
Scroll Books
LiveAn infinite scroll reading experience. Flutter. Custom algorithm to chunk books into a readable scroll, very nerdy under the hood.
Brushlog
WIPA miniature painting tracker for tabletop hobbyists. Flutter. AI assisted color suggestions.
My Tally.
12+
years in product
5+
legacy transformations
15+
product launches
10M+
users across all products
My Beliefs.
- AI is a collaborator, not a vending machine
- Share the embarrassing first version, don’t ship it
- Product includes the work of deciding what not to build
- Fall in love with the problem, not the solution
- The interesting work happens at the edges