Practical AI that actually ships
Minimum overhead, maximum impact
Industries we support
How we work
Minimum overhead, maximum impact
We start by diagnosing where AI can actually help in your business, then implement the minimum viable set of solutions: existing tools and LLMs first, tailored systems only when they clearly add value. Throughout, we keep a reliability-first mindset so evaluation, security, and monitoring are built in from day one.
We focus on operators who want practical AI in manufacturing, logistics, B2B services, and regulated sectors like healthcare and finance.
Embedded Engineering
Our engineers work directly with your team, building AI systems designed for production from day one.
Evaluation-Driven Development
Every system includes evaluation harnesses, monitoring, and guardrails. Reliability is built in, not bolted on.
Secure, Scalable Pipelines
From data ingestion to model serving, we deliver auditable pipelines that scale with your business.
Outcome Ownership
We measure success by production impact, not deliverables. Every engagement drives measurable value.
Our team brings experience from world‑class institutions and companies
Build with AI leaders from research and industry
Our leadership combines research and industry experience from the University of Edinburgh, The Alan Turing Institute, ELLIS, Amazon, Stanford, SoftBank Investment Advisers, GE, and McKinsey.
Turn AI from buzzword into production workflows
From opportunity diagnosis to implementation, we help you adopt AI with minimum complexity and measurable business outcomes.
Book an AI Opportunity CallCurious about the details? See how we structure our AI consulting services .