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Insights on Applied AI & Innovation

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AI Strategy Jun 17, 2026 time 13 mins read view view Beyond Benchmarks: How CTOs Should Actually Evaluate New Model Releases Before Committing to Them A practical framework for engineering leaders to assess new model releases - covering benchmark lit… Agentic AI Jun 17, 2026 time 10 mins read view view The MCP Stack: How Engineering Teams Should Architect AI Agents That Stay Accurate as the World Changes A technical guide to building AI agents grounded in live, authoritative data sources - covering Mod… AI Strategy Jun 17, 2026 time 11 mins read view view Who Owns the AI Mistake? Building an Accountability Architecture Before Regulators Force Your Hand A practical guide to AI governance structures for technical leaders covering accountability framewo…
Agentic AI Jun 17, 2026 time 12 mins read view view Why Most of Enterprise AI Agent Projects Never Leave the Pilot Stage — and What CTOs Can Do About It A practical guide to operationalizing agentic AI beyond proof-of-concept — covering organizational … Agentic AI Jun 16, 2026 time 12 mins read view view AI Agents Need Identity, Permissions, and Audit Trails: The Engineering Architecture Most Teams Are Missing A practical guide to building agent identity infrastructure - covering non-human identity governanc… Agentic AI Jun 01, 2026 time 14 mins read view view Content Recommender Systems for Publishers: What Works and What Doesn't A practical guide to building recommendation systems for digital publishers — why Netflix is the wr… Agentic AI Jun 01, 2026 time 15 mins read view view Reader Lifetime Value Modelling: Why LTV Is the Metric That Matters for Digital Publishers A practical guide to building predictive subscriber LTV models for digital publishers — the surviva… AI Strategy Jun 01, 2026 time 14 mins read view view Predicting Ad Revenue at Risk: How Publishers Use ML to Protect Their Programmatic Yield ML applications for programmatic revenue forecasting, CPM anomaly detection, floor price optimisati… AI Strategy Jun 01, 2026 time 13 mins read view view Predicting Ad Revenue at Risk: How Publishers Use ML to Protect Their Programmatic Yield A practical guide to ML for publisher programmatic operations — revenue forecasting, CPM anomaly de… AI Strategy Jun 01, 2026 time 13 mins read view view The Paywall Optimisation Problem: How AI Decides Who to Meter and Who to Block A practical guide to AI-driven dynamic paywalling for digital publishers — propensity scoring, mete… AI Strategy Jun 01, 2026 time 14 mins read view view AI-Powered Personalisation for News: The Gap Between What Publishers Promise and What They Deliver Why news personalisation consistently underdelivers — the four distinct things called "personalisat… AI Strategy Jun 01, 2026 time 13 mins read view view The Newsletter Intelligence Stack: Using AI to Reduce Unsubscribes and Increase Open Rates A practical guide to AI for publisher newsletter operations — send time, content personalisation, u… AI Strategy May 28, 2026 time 14 mins read view view The Clinical Partnership Problem: How MedTech AI Startups Can Get Hospital Data Without Giving Away the Company What clinical data partnerships actually involve — the GDPR Article 6/9 legal basis, three structur… AI Strategy May 28, 2026 time 14 mins read view view Building AI for Diagnostic Imaging: What Works, What Breaks, and What Regulators Will Ask A practical guide to building radiology AI at clinical grade — training data pipelines, scanner gen… AI Strategy May 20, 2026 time 16 mins read view view Post-Market Surveillance for AI Medical Devices: Why CE Marking Is the Start, Not the Finish A practical guide to EU MDR post-market surveillance for AI medical devices — distributional shift,… Agentic AI May 15, 2026 time 9 mins read view view Agentic AI in Pharma: From Drug Discovery to Regulatory Filing Architecture, ROI, and what's actually working in 2026 — autonomous AI systems for drug discovery, … AI Strategy May 12, 2026 time 16 mins read view view The data problem in healthcare AI: how to train a clinical-grade model when you don't have enough patients Practical data strategies for clinical AI when "collect more data" isn't available on startup times… AI Strategy Apr 28, 2026 time 4 mins read view view Why Still More Than 75% of AI Pilots Fail to Reach Production And How to Fix It Every week, another company launches an AI pilot. A few months later, it disappears. Not because th…
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