Insights on Applied AI & Innovation

AI Strategy Jun 01, 2026 13 mins read 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 13 mins read 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 14 mins read 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 13 mins read 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 14 mins read 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 14 mins read 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 16 mins read 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,… Med Tech May 20, 2026 15 mins read SaMD Classification 101: How to Determine If Your Algorithm Is a Medical Device Before the Regulator Does A practical guide for health AI founders on determining medical device classification across EU MDR… Med Tech May 20, 2026 16 mins read FDA 510(k) vs De Novo vs PMA: Choosing the right regulatory pathway for your AI medical device A practical guide to FDA pathway selection for AI medical devices — what determines which one appli… Med Tech May 20, 2026 16 mins read The 6-month roadmap: from healthcare AI concept to regulatory submission A month-by-month sequence for taking a Class IIa healthcare AI product from concept to a complete E… Med Tech May 18, 2026 17 mins read AI in Women's Health: The Regulatory, Data, and Algorithmic Challenges Nobody Talks About A practical guide for founders and CTOs building diagnostic AI in fertility, menstrual health, horm… Agentic AI May 15, 2026 9 mins read 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, … Med Tech May 13, 2026 11 mins read Clinical validation of AI diagnostics: what the evidence actually needs to show What clinical validation for AI medical devices actually requires under EU MDR and FDA: pre-specifi… AI Strategy May 12, 2026 16 mins read 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… Med Tech May 12, 2026 13 mins read The Business Case for Cardiac AI Diagnostics: What It Actually Takes to Build and Ship This is the strategic companion to our piece on Cardiac AI Diagnostics: The Engineering Behind ECG … Med Tech May 12, 2026 6 mins read Cardiac AI Diagnostics: The Engineering Behind ECG Interpretation at Clinical Grade This is the engineering companion to our piece on The Business Case for Cardiac AI Diagnostics. If … Med Tech May 08, 2026 7 mins read From Prototype to Class IIa: How to Get Your AI Diagnostic CE Marked Without Losing 2 Years Eight months. That's how long it took KARDI AI to go from a working cardiac diagnostic prototype… Data science & AI Apr 30, 2026 7 mins read AI in Media & Publishing: How to Retain Subscribers with Machine Learning In 2025, one of the world's leading financial newspapers won Subscription Retention Campaign of the…