SaaS
IA agentique en entreprise : guide complet 2026 (avec exemples chiffrés)
Tout ce qu'un dirigeant doit savoir sur l'IA agentique en 2026 : définition, différence avec l'IA générative, ROI, déploiement, exemples chiffrés réels.
Theme AI Agents.
Definition, autonomy, orchestration, multi-agents. Expert analyses from our watch team.
Themes
ClearIA agentique en entreprise : guide complet 2026 (avec exemples chiffrés) Combien coûte un logiciel IA sur mesure en 2026 ? Grille de prix complète SaaSCombien coûte un logiciel IA sur mesure en 2026 ? Grille de prix complète
Le vrai prix d'un logiciel IA sur mesure en 2026, avec tableau comparatif et chiffres réels. SaaS, no-code, dev classique, vibe coding, agentic engineering.
MCP (Model Context Protocol) : le standard qui change la donne pour les agents IA en entreprise SaaSMCP (Model Context Protocol) : le standard qui change la donne pour les agents IA en entreprise
MCP devient le câble USB-C de l'IA d'entreprise. Ce qu'un dirigeant doit comprendre pour ne pas rater le virage 2026, sans entrer dans la technique.
Agentic Engineering: The Guide After Vibe Coding (With Real Numbers) SaaSAgentic Engineering: The Guide After Vibe Coding (With Real Numbers)
Karpathy says vibe coding is over. Here's what agentic engineering actually means in practice, with the cost numbers and architecture choices that prove it.
What is an AI agent? Returning to 70 years of academic research SaaSWhat is an AI agent? Returning to 70 years of academic research
ChatGPT isn't an agent in the academic sense. Russell, Norvig, Wooldridge and Ferber have proposed for 30 years a demanding definition that most 2026 products don't meet. State of the question.
Is the term "AI agent" overused in 2026? A critical audit SaaSIs the term "AI agent" overused in 2026? A critical audit
ChatGPT wrappers, no-code platforms, code assistants, orchestration frameworks: everything labels itself as an AI agent. Confronting the academic definitions with real market products.
What Swoft means by "AI agent": Wooldridge plus architectural constraints SaaSWhat Swoft means by "AI agent": Wooldridge plus architectural constraints
The Swoft definition strictly applies Wooldridge's four properties and adds three architectural constraints that make the agent reliable in production: bounded scope, native traceability, organizational identity.
Multi-agent systems: from Ferber to executable Conway's Law SaaSMulti-agent systems: from Ferber to executable Conway's Law
Jacques Ferber wrote Multi-Agent Systems in 1995. Thirty years later, his organizational dimension, often forgotten by contemporary frameworks, becomes production-ready thanks to event-driven architecture.
How Swoft AI agents represent your business (and why it changes everything) SaaSHow Swoft AI agents represent your business (and why it changes everything)
Six layers of explicit, structured, verifiable representation. Where an LLM alone has a representation hidden in its weights, Swoft agents know exactly what they know, and can prove it.
The 5 autonomy levels of an AI agent, and why 90% of projects stop at level 2 SaaSThe 5 autonomy levels of an AI agent, and why 90% of projects stop at level 2
The Sheridan framework adapted to 2026 business: five tiers from simple assistant to fully autonomous system. Diagnosis, architectural requirements and a realistic timeline to move up a level.
Real AI agents versus automation: the seven criteria that distinguish the two in 2026 SaaSReal AI agents versus automation: the seven criteria that distinguish the two in 2026
Zapier, n8n and Make have dressed their workflows as AI agents since 2024. Seven technical criteria separate a real autonomous agent from automation in disguise.
Neurosymbolic architecture: the way out of the parrot-versus-solver compromise SaaSNeurosymbolic architecture: the way out of the parrot-versus-solver compromise
How to combine LLMs and formal reasoning to build reliable AI agents on specialized domains. A reading of Kautz's taxonomy and the AlphaGeometry, Plato-3, FAOS cases.
Why real AI agents in production are so rare in 2026 SaaSWhy real AI agents in production are so rare in 2026
Technical diagnosis of the four structural obstacles that block the transition from demo to real production. And what it takes to clear them.
MCP, the HTTP of AI agents, explained for CTOs in 2026 SaaSMCP, the HTTP of AI agents, explained for CTOs in 2026
The Model Context Protocol published by Anthropic in 2024 has become the de facto standard to connect LLMs to tools. Why it matters, how to adopt it, what to watch out for.
Multi-agent coordination: 14 failure modes and how to avoid them SaaSMulti-agent coordination: 14 failure modes and how to avoid them
The Cemri 2025 paper identified 14 recurring failure modes in multi-agent systems. Diagnosis and three architecture families to guard against them.
EU AI Act articles 8-15: AI SaaS vendors must organize before August 2026 SaaSEU AI Act articles 8-15: AI SaaS vendors must organize before August 2026
On 2 August 2026, transparency and governance obligations for high-risk AI become applicable. For SaaS vendors, it's an underestimated workload.
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