Frontier AI Consultancy
Bringing Artificial Intelligence
to Industry
Artificial intelligence engineered for real-world operations
Frontier AI Consultancy
Edinburgh-based AI consultancy. Our consultants build frontier AI into core business operations across Scotland and the UK.
SEE HOW
OUR APPROACHState-of-the-art AI belongs in
State-of-the-art AI belongs in
every business. Built in,
not bolted on.
At New Gradient, we bring frontier AI to business. Deep expertise applied to real-world operations. Bespoke systems built to integrate, engineered to scale, and delivering results.
From strategy through to deployment and adoption
About our AI consultancyOur AI Solutions
More Than AI Consultants
Every business has a core function, the specific work it exists to do. We build custom AI solutions for that function, designed around the real operation and built with deep technical expertise.
New Gradient is an AI consultancy based in Edinburgh, Scotland. Our consultants and engineers apply years of applied R&D to every engagement, building and training AI systems from the ground up. That technical depth goes into every project, from the early architecture work right through to deployment and integration.
Research-grade expertise,
real-world AI consulting
We have delivered custom AI solutions for organisations from multi-billion pound enterprises to conservation startups. Our work is backed by significant government R&D investment, and that same rigour goes into every commercial engagement.
Built for core
operations
The core function that defines a business requires AI built specifically for that purpose. We provide AI consulting that runs from strategy and architecture through to deployment and adoption, with custom AI solutions engineered for those operations. Every system is designed to integrate with existing workflows and deliver measurable impact.
Our Partners and Clients
Our AI Consulting Process
Focus
Every business has a core purpose. We identify where AI advances that, elevating the work that matters most. Tailored solutions that strengthen what is already unique about an operation and create lasting value.
Build
We build around existing systems. Data foundations that connect to current infrastructure, architectures shaped by specific challenges, and solutions designed for how a business actually operates. Engineered to fit, tested in real conditions, built to perform.
Embed
We integrate into existing workflows and focus on adoption. Training, documentation, and feedback loops that make AI part of how a team works. AI consultancy that stays through deployment and beyond, with ongoing support so the solution improves alongside the business.
Enterprise AI Insights
Expert perspectives on AI applications, machine learning innovations, and data-driven solutions for business.
AI Strategy
The Economics of AGI: Where Does the Money Go? ›
The economics of commoditised intelligence, and why specialisation might be the best defence we have.
AI Strategy
Why Specialised AI Matters ›
General AI will become infrastructure. The functions that define a business will require AI built for that purpose.
Carbon Markets
From Raw Pixels to Carbon Numbers: Geospatial AI for UK Nature-Based Markets ›
The full pipeline from foundation models to per-tree carbon measurement, built for a market where labelled data is scarce and auditability is everything.