ai governance Featured The Morning the Models Went Dark Every European AI strategy assumes frontier models will always be available. A near-future scenario — the morning your compliance agents get silently downgraded — and why governance, sovereignty and reversibility are the only insurance when the tap can close.
agentic ai Featured Why AI's Productivity Boom Has Skipped Management François Bossière — Founder & co-CEO, Polynom In software engineering, AI productivity has stopped being a thesis. It has become a measurement. Coding with Copilot is roughly 55% faster than coding without it, and the tool is now in use across about 90% of the Fortune 100. The line on the
The LLM Gateway: The Missing Brick in Your AI Platform Architecture Why every CIO, CTO, and CISO should treat the LLM Gateway as critical infrastructure — not an afterthought. You've greenlit AI projects. Your teams are experimenting with large language models. Developers are integrating APIs from OpenAI, Anthropic, Mistral, and open-source alternatives hosted on your own infrastructure. The momentum is
The Intelligence Crisis That Won't Happen Why Citrini's 2028 Doomsday Scenario Mistakes a Transition for a Collapse François Bossière, Co-CEO — Polynom | AI Strategy & Agentic Consulting Citrini Research's "2028 Global Intelligence Crisis" memo has been making the rounds on finance Twitter and LinkedIn boardrooms alike. It is well-written. It is
What Claude Cowork and OpenClaw Are Really Telling You About the Future of Enterprise AI Three products are dominating the agentic AI conversation right now: Claude Cowork, OpenAI Operator, and OpenClaw. Industry observers are debating their features, their pricing, their enterprise readiness. Most are missing the point. The interesting question is not what these products do. It is why they work — and what that tells
Cloud Reversibility by Design in 2026 — EU Data Act Switching, DORA/NIS2, and Agentic AI A sovereignty-ready architecture pattern for European enterprises in 2026 For European CIOs in 2026, the decisive criterion is reversibility. The EU Data Act’s cloud switching regime is now applicable, DORA and NIS2 have tightened expectations on third‑party risk and incident governance, and the Commission’s Cloud Sovereignty Framework
ai agents Featured AI Agents Are Becoming Critical Infrastructure. Stop Renting Them. Executive summary The release of OpenAI Frontier is a strong signal of where enterprise AI is heading: away from simple “chat with a model” use cases and toward AI coworkers—agentic systems capable of taking actions across real business systems, operating under policy, and improving over time. This evolution is
r&d La R&D dans les ESN françaises : au delà du CIR, la croissance Les ESN françaises ont un atout unique : transformer la R&D en moteur de croissance. Intégrée au consulting, elle crée différenciation, créativité et performance, au-delà du CIR.
ai AI Code Review for CIOs: ROI, Governance, and Organizational Scale A non-blocking, AI-assisted code review model that reduces delivery friction, standardizes quality, and reclaims senior engineering capacity at scale.
dev Deploy Ghost on Scaleway Serverless Containers: A Production-Grade, Stateless Deployment Guide In the world of content management systems, Ghost stands out for its speed and elegance. But hosting it? That usually involves managing a VPS, handling updates, configuring Nginx, and worrying about backups. It's a lot of overhead for a simple blog. We decided to take a different approach:
dev Unified Notification Architecture for Multi-Channel Systems How large organizations eliminate notification fragmentation—without slowing down product teams By François Bossière, Ph.D. in AI and Computer Science, Founder of Polynom (AI consulting firm & AI products editor) TL;DR When an organization operates multiple products—customer-facing apps, internal tools, partner portals—it almost always ends up
ai Entreprises, gare à vos données quand vous utilisez les services GPT Le Monde sortait hier matin un article décrivant l’adoption rapide de l’IA générative dans les entreprises. En effet, soucieux d’optimiser…
ai IA vs. développeurs Les avancées d’AlphaCode ne devraient-elles pas être précédées d’avancées significatives sur les outils actuels de “Code Generation” ?
polynom Un leader de la distribution augmente sa marge de 2 points en travaillant son Pricing Comment un leader de la distribution a généré 2 points de marge en optimisant ses prix grâce à l’Intelligence Artificielle