Case Studies
Proof you can take to the board — and outcomes you can take to the bank.
We measure everything we deliver. Here's what our approach has produced for real UK businesses.
Featured deep dive
A full case study from problem through to production — with outcomes you can measure.
Consultancy outcomes
Measurable results from our diagnostic-led AI consultancy — built for leadership teams who need evidence, not experiments.
White Space Revenue Analysis
The problem
A large enterprise needed to identify untapped revenue potential across its existing customer base.
Our approach
Built a custom analytics platform to map white space across accounts, identifying patterns in purchasing behaviour and coverage gaps.
The result
Delivered a 7-figure increase in new sales revenue from the white space analysis.
Salesforce Deal Prediction
The problem
Sales teams were relying on gut feeling and manual pipeline reviews to prioritise opportunities.
Our approach
Developed bespoke predictive models trained on the organisation's own CRM data, using custom PyTorch deep learning with Integrated Gradients for explainability.
The result
Demonstrably outperformed Salesforce Einstein Opportunity Scoring — giving sales teams actionable intelligence on which deals to focus.
Smaller-business outcomes
Systems built for smaller businesses — named work, with the result the client described.
Business performance tracker for Signal Bizhub
The problem
Signal Bizhub wanted its membership base to see how their businesses were performing, not just complete another survey.
Our approach
Built an AI-driven survey whose generated responses feed a business performance tracker for members.
The result
Emma Selby, Founder & CEO: “Gareth at Neural Aspect helped us create a ‘business performance tracker’ for our membership base using AI generated responses to a survey.”
Project support for Surrey Choices
The problem
Surrey Choices, an SME, asked Neural Aspect to help on a project.
Our approach
Gareth worked with the team on that project.
The result
Keith Chandler, Chief Finance and Resources Officer: “Gareth's expertise and dedication have added real value to our project, and I would not hesitate to work with him again or recommend him to others.”
What our clients say
“Gareth at Neural Aspect helped us create a ‘business performance tracker’ for our membership base using AI generated responses to a survey. Gareth was lovely to work with, always helpful, responsive and efficient and his knowledge and experience of AI is extremely impressive!”
Emma Selby
Founder & CEO, Signal Bizhub
“Gareth's expertise and dedication have added real value to our project, and I would not hesitate to work with him again or recommend him to others.”
Keith Chandler
Chief Finance and Resources Officer, Surrey Choices
“Supported our team with advisory work around key developments in the AI and Customer Relationship Management space… helping us make confident, informed decisions in an increasingly complex and critical area of our work.”
Sophie Timms
Head of Corporate Affairs, Kier Group
“Gareth has solid knowledge of state-of-the-art forecasting methods, especially in Machine Learning.”
Prof. Christoph Bergmeir
Professor, University of Granada
Ready to get started?
Consultancy
You need forecasting accuracy, pipeline clarity, or bespoke predictive models built on your data.
For smaller businesses
You need an AI system built for the work, or a vibe-coded prototype made ready for customers.
See how we work