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A flexible and innovative workflow building tool enabling companies to set up and administer approval workflows for business development, procurement, and all sorts of other key processes.
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A self-populating technical library that grew into a comprehensive company-wide information portal for one of the UK's most accomplished engineering specialists.
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A thorough refresh of one of our most venerable and successful projects. Now fully responsive and even easier to use.
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A bespoke company intranet for one of the UK's top design studios.
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Ask most consulting firms whether AI is paying off and the answer is awkward. The tools are everywhere, the results are not. The problem is not the technology. It is the absence of written context - decision rationale, process knowledge, client understanding - the things an agent needs but almost nobody records.
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AI sycophancy is not just a prompt problem - it is an architecture problem. This post sets out a three-level framework for designing doubt into your workflow, from response-level prompts through to multi-agent critic systems.
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AI didn't create the problem of lost company knowledge, but it makes the cost impossible to ignore. Every AI task starts from zero - no memory of the last coordination meeting, no awareness of the political constraint that ruled out Option B. Context engineering is a management discipline, and firms need to begin that work before the tools become critical infrastructure.
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