AI Strategy Beyond the Pilot: What Separates Proof from Production
Most AI programmes stall after demos. The ones that scale treat data, evals, and ownership as first-class.
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Deep tech analysis
Most AI programmes stall after demos. The ones that scale treat data, evals, and ownership as first-class.
Procurement now weighs eval quality, data residency, and exit options alongside price.
Identity, software supply chains, and AI-assisted attacks reshape the security agenda.
An editorial look at how moving an AI pilot into production safely during a high-traffic launch changes Technology decisions across organisations.
An editorial look at how building vendor scorecards for AI risk with a small team and a fixed deadline changes Technology decisions across organisations.
An editorial look at how selecting technology under regulatory uncertainty when legacy constraints still matter changes Technology decisions across organisations.
An editorial look at how moving an AI pilot into production safely with real customer feedback in the loop changes Technology decisions across organisations.
An editorial look at how making security architecture visible before procurement while operating across multiple teams changes Technology decisions across organisations.
An editorial look at how selecting technology under regulatory uncertainty under a clear cost and reliability budget changes Technology decisions across organisations.
An editorial look at how building vendor scorecards for AI risk before a vendor contract becomes difficult to unwind changes Technology decisions across organisations.
An editorial look at how making security architecture visible before procurement with accessibility and maintainability in view changes Technology decisions across organisations.
An editorial look at how moving an AI pilot into production safely without blocking normal product delivery changes Technology decisions across organisations.
An editorial look at how building vendor scorecards for AI risk as a measured migration rather than a rewrite changes Technology decisions across organisations.
An editorial look at how selecting technology under regulatory uncertainty while making ownership visible changes Technology decisions across organisations.
An editorial look at how moving an AI pilot into production safely before the roadmap becomes harder to change changes Technology decisions across organisations.
An editorial look at how making security architecture visible before procurement with a small team and a fixed deadline changes Technology decisions across organisations.
An editorial look at how selecting technology under regulatory uncertainty before committing to a broader rollout changes Technology decisions across organisations.
An editorial look at how building vendor scorecards for AI risk with real customer feedback in the loop changes Technology decisions across organisations.