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- Manufacturing · 10 minAI twinning: how computational twins are changing industrial decision-makingAI twinning for manufacturing: combine simulation and live data, validate computational twins, and plan predictive maintenance and process optimisation.
- AI Engineering · 8 minBeyond chatbots: shipping LLM features that survive productionA practical guide to production LLM features: evaluation, privacy-aware tracing, fallbacks, cost control and clear operational ownership.
- Computer Vision · 6 minWhy edge inference still beats the cloud for visual QALatency, bandwidth and privacy: why computer-vision defect detection usually belongs on the production line, and how to run and update edge models reliably.
- Data Platform · 10 minThe lakehouse pattern, two years laterWhat holds up in a data lakehouse after two years in production — table formats, governance, cost control and the mistakes worth avoiding.
- Strategy · 6 minWhen not to build with AIA practical test for when rules, search or ordinary software beat machine learning on cost, latency, auditability and trust.
- MLOps · 7 minDrift monitoring without the dramaPractical model drift monitoring: which signals to track, how to set thresholds, and how to route alerts to the right owner.