https://lumitec.ai/insights Practical AI, written by the people who build it — production AI strategy, architecture, readiness and cost. en-gb https://lumitec.ai/insights/why-ai-pilots-fail https://lumitec.ai/insights/why-ai-pilots-fail Why AI pilots fail: seven recurring patterns we see in stalled builds — from no business problem to no path past the POC — and how to catch them early. Thu, 18 Jun 2026 09:00:00 GMT https://lumitec.ai/insights/ai-consultancy-vs-hiring-engineer https://lumitec.ai/insights/ai-consultancy-vs-hiring-engineer AI consultancy vs hiring an in-house engineer: an honest decision guide on time-to-value, breadth, key-person risk — and when hiring is the right call. Thu, 18 Jun 2026 09:00:00 GMT https://lumitec.ai/insights/multi-model-architecture https://lumitec.ai/insights/multi-model-architecture Multi-model AI architecture beats single-vendor lock-in because the system around the model — interfaces, evals, routing — matters more than which model you pick. Thu, 18 Jun 2026 09:00:00 GMT https://lumitec.ai/insights/ai-readiness-checklist https://lumitec.ai/insights/ai-readiness-checklist A practical 6-point AI readiness checklist: a real problem, reachable data, an automatable process, a named owner, measurable value, and appetite for guardrails. Thu, 18 Jun 2026 09:00:00 GMT https://lumitec.ai/insights/cost-of-ai-implementation-uk https://lumitec.ai/insights/cost-of-ai-implementation-uk What does AI implementation cost in the UK in 2026? An honest guide to what drives price — scope, integration, data, ops — and where smaller builds start. Thu, 18 Jun 2026 09:00:00 GMT https://lumitec.ai/insights/ai-consulting-faq https://lumitec.ai/insights/ai-consulting-faq Straight answers to the questions business owners ask about AI consulting — cost, data safety, hiring vs outsourcing, timelines and rescuing stalled projects. Thu, 18 Jun 2026 09:00:00 GMT