Développement Fullstack6 min de lecture

Stop Talking About Agentic Commerce. Start With Agentic RAG.

Most companies are not ready for autonomous commerce agents. The practical starting point is Agentic RAG: systems that retrieve business context, reason over it, and produce decision-ready outputs.

Cyril Noirot

Lead Data Scientist

18 mars 2026

À propos de l'auteur

Cyril Noirot

Lead Data Scientist

Data scientist freelance. Je conçois et déploie des systèmes de décision — prévision, pricing, marketing measurement, optimisation — pour des équipes qui prennent des décisions à fort enjeu.

Plus sur Cyril Réalisations LinkedIn

Why LLM-Only Parsing Breaks in Production — And What to Do Instead

LLMs can extract structured data from anything — until they cannot. This article documents the failure modes of LLM-only parsing in production pipelines, and presents a layered architecture where determinism comes first and the LLM is used only where it is structurally irreplaceable.

Développement Fullstack9 min

End-to-End Marketing Mix Model Architecture: From Data Pipeline to Optimization API

A comprehensive guide to deploying production-ready Marketing Mix Models—covering data ingestion, model training, cloud deployment, and real-time optimization APIs for budget allocation

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