Case Studies

AI Engineering Transformation at Instem

Instem's engineering teams had been experimenting with agentic tools for months. In the first coaching session, one engineer reported shipping a month and a half of work in three days. They stood up two pods to pioneer agentic engineering in-house.

"From where we were in February to where we are now, there's a complete difference. The majority of engineering is completely converted. We see a stark difference now."

Mick Davison

SVP Product Engineering, Instem

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AI Transformation at VenturEd Solutions

VenturEd's teams span three continents. After training engineers in Leicester, the US, and India, the US team overhauled one of Ravenna's most complex areas, and an India team picked up a product that had not moved in six months.

"We were recommended some large organisations for AI training. But in the end, we used Chris, and he's been great. We've had some fantastic outcomes so far."

Rob Rainey

Chief Product & Technology Officer, VenturEd Solutions

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AI Transformation at Genomics

Genomics had 40 Claude licences, GitHub Copilot across engineering, and 76% daily AI usage. Most of the team still described themselves as beginners.

"The team and I have really benefited from and enjoyed working with Chris. He has worked cross functionally to raise our organisational AI maturity, increasing both our internal productivity and effectiveness, and clarifying the path to production for our agentic tooling. Would recommend as a great way to augment internal capabilities."

Alexandra Eavis

Chief Product & Technology Officer, Genomics

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GPT Meal Generator

How we built a production LLM system that reduced plan changes by 30% and increased basket usage by 14%

"Chris helped us build a production LLM meal generator that made our customers happier and increased revenue. Our AI system reduced customer plan changes by 30% (meaning happier customers) and increased basket usage by 14% (meaning more revenue per customer)."

Tom Foster Carter

CEO, Cherrypick

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