Category: Strategy
AI strategy insights on decision-making, use case prioritisation, ROI frameworks, and executive-level positioning
Stay ahead of AI change. Get practical updates from Future Prep direct to your inbox.
By subscribing you agree to receive Future Prep updates. Unsubscribe any time.
The moment you move from buyer to builder, provider obligations, auditability, logging and exit discipline become yours. Here is how a mid-market organisation keeps a proprietary or co-developed AI tool governable, without a large-firm budget, and where the Cyber Resilience Act starts to bite.
A new UC Davis measurement study shows AI chatbot data leakage is now the default behaviour of the modern chatbot stack. Names, emails and prompt content leave for third parties before a question is asked. For revenue leaders, this is a supply chain problem.
AI evaluation reports are landing in procurement inboxes from vendors, third parties and government bodies like CAISI. Each type answers a different question. This practitioner filter walks through three evidence types, four reading checks, the AI Act conformity routes and the four triggers that should refresh your evidence.
Cloudflare cut 1,100 jobs the same week it posted record revenue. The pattern is now structural across the enterprise, and Forrester and Gartner predict half of these reductions will quietly reverse. Here is what a sound AI workforce strategy actually requires.
Meta's Model Capability Initiative tips workplace monitoring into algorithmic management territory. For EU employers, that means Article 88 GDPR, Article 22, works council consultation and the AI Act's Article 26(7) all apply at once. Three controls to add before the next workforce monitoring pilot goes live.