Three Types of AI. One Strategy Question.
There are three distinct types of AI doing very different jobs in production right now. Most businesses treat them as one thing. That is why their AI strategy sounds confident and delivers nothing specific.
Strategic AI leadership backed by deep engineering expertise. Expert guidance on AI architecture, vendor selection, and upskilling your existing engineering team to build production-ready systems.
Strategic consulting to help you navigate complex technical decisions and the fast-moving AI landscape. We provide actionable, engineering-led insights tailored to your product and growth goals.
Connect with vetted AI specialists and engineers matched to your needs. We find the right talent so you can accelerate your AI initiatives.
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Some of the work we've done with our partners
Co-developing an AI-powered platform that helps qualified job seekers cut through resume noise and land roles they actually deserve.
Architecting and scaling the UK's leading open-access geography education video platform, from first deployment to over a billion views — without ever needing a rewrite.
Thoughts on AI, technology, and building better businesses
There are three distinct types of AI doing very different jobs in production right now. Most businesses treat them as one thing. That is why their AI strategy sounds confident and delivers nothing specific.
Most companies have people using ChatGPT and call it an AI strategy. Real AI maturity means working three distinct layers: people enablement, process automation, and product AI. The companies getting results are doing all three, in order.
AI does not fix messy operations. It scales them. That is why digital transformation still matters in 2026.
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