Why 80% of enterprise AI pilots never reach production
The model is rarely the problem. Evaluation, retrieval quality, cost control and escalation design are what separate a demo from a system your auditor will accept.
Written by the people doing the work — what held up in production, what did not, and what we would sequence differently next time.
The model is rarely the problem. Evaluation, retrieval quality, cost control and escalation design are what separate a demo from a system your auditor will accept.
Lift-and-shift moves your inefficiency to a metered environment. A short right-sizing and architecture pass before the move typically pays for the entire migration.
Read articleModular sequencing gets value into production in six weeks and keeps the programme steerable. Here is how we phase a multi-module rollout.
Read articleCoverage gaps are the normal case, not the edge case. Designing for sync conflicts from the start is far cheaper than retrofitting it.
Read articleExtraction with confidence routing, retrieval-grounded answering, draft-and-review, and constrained agentic execution — with the failure mode of each.
Read articleGIGW and WCAG conformance, multilingual content, and graceful behaviour on a 3G connection are engineering requirements, not a compliance afterthought.
Read articleLet's build something that lasts
Start with a discovery conversation. We will map the opportunity, tell you honestly whether we are the right partner, and give you a costed first increment — not a sixty-page proposal.
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