News
News and events.
What we are doing beyond client work.
The series
AI Supper Club
A dinner series for people who lead, build and implement AI in organizations. Each dinner gathers a small group of AI leaders and practitioners. AI Supper Club on Luma →

AI Supper Club Bangalore: after the agent ships
A small table of people building and running enterprise AI, and one question that stayed: how do you know an agent is still doing the job you gave it?
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The first AI Supper Club, in Riyadh
Around 50 people applied for eight seats. We talked about what it takes to move AI into production, and why trust matters as much as technology.
Read more →The RAG agent that passed every demo and failed in week three
A pattern we keep meeting: a RAG agent that looks right in the demo, then drifts in production. How we evaluate retrieval and answers separately, and gate releases on the result.
Read more →The agent that failed quietly for two days
Uptime was fine and nobody complained until a customer wrote in. What we trace, score and alert on so quality drops show up on a dashboard first.
Read more →The pilot cost almost nothing. The rollout bill did not.
A pattern at the end of many pilots: usage grows and so does the model bill. How we find where the money goes and bring cost per finished task down without losing quality.
Read more →Nobody could say which prompt was in production
A wrong answer, three people who had edited the prompt, and a model that changed underneath. How we version the whole agent and release changes safely.
Read more →Where we put the human in a document agent
Review everything and the agent saves no time. Review nothing and the first error lands with a supplier. How we decide which outputs are checked by rules and which go to a person.
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