rajajeevan.com https://validator.w3.org/feed/docs/rss2.html Before the first drill hole: a retrieval-augmented knowledge system for mineral exploration From fifteen use cases to a measurable catalogue: how a retailer’s camera estate becomes a metrics layer Autonomy with gates: designing an AI software factory for a regulated legal-technology platform The cameras are already paid for: pricing the hidden value of a retailer’s surveillance estate Structure before intelligence: how a GenAI product ontology turned catalogue maintenance into an exception process The hidden wall in every computer-vision business case is data: a reference design for synthetic data and assisted annotation Walk-out retail is a shrinkage and labour bet, not a convenience feature: a reference design for autonomous stores and smart coolers Self-checkout fails on recognition and exceptions, not on the screen: a reference design for vision-based checkout Metric catalogue for vision checkout and unattended retail: reference design One platform, many markets: a proposed design for global sales and operations planning at a quick-service chain Hermes Harness: designing for lower operational overhead The most useful decision an AI agent can make is to stop Designing a five-tier inference fallback for an AI agent A personal knowledge-curation loop Frontline AI has to help the person doing the work Sell the next useful action, not another automation canvas A learning app should make practice easier, not guilt louder The knowledge bot that needs an owner before it needs a model Your POS migration is also a data-ownership decision A price change is not finished at headquarters The warehouse needs a guidance layer Product ontology before product AI A group-buying app has to earn the group’s trust A hospital surge forecast is only useful if someone can act on it A video-intelligence layer for store operations The proposal that began with the cameras already in place Writing Home