Architecture at scale
Design Authority on a regulated estate of 28,000+ users, 1 billion+ records and 100+ integrated systems. Sharing and visibility, large data volumes, org consolidation, event-driven integration.
Architecture & AI · Paris → APAC
Valérian MENIN高少伦
Salesforce Lead Managing Architect and Salesforce Certified Forward Deployed Engineer (FDE) Practitioner.
I have worked on Salesforce for nine years, and on AI in production for the last two. I lead Agentforce for Capgemini Financial Services France, hold its Salesforce CTO & Business-Led role, and sit on the Design Authority of an estate serving 28,000+ users. This site presents the tools I have built and my full CV.
Built and delivered for
28,000+Platform users
1 BN+Records governed
100+Integrated systems
70+People under my technical authority
43Certifications · see them all
30+Countries covered by one programme
What I do
Architecture and AI on large, regulated Salesforce estates
Most of my work falls into three areas.
Agentforce & AI in production
I lead Agentforce for Capgemini Financial Services France and was among the first worldwide to build on Agentforce Voice and Salesforce Contact Center. In May 2026 I took part in the first Forward Deployed Engineer session run in Europe, the second worldwide. I have run demos at World Tour Paris every edition since 2019.
Design Authority & audit
Technical referent for 70+ engineers, architects, analysts and consultants, in teams that have spanned eight countries. I audit programmes I did not build, in industry, banking, insurance and transport, from a few hundred users to more than 10,000: licence optimisation, custom versus standard, the complexity of sharing and security, bypass strategies, and backup and restore with Odaseva. The findings become remediation plans, within GDPR and DORA constraints.
What I build
Two accelerators for Salesforce delivery
Both started as my own initiative and are now offered by Capgemini to its clients, as Capgemini assets.
Salesforce Booster
An AI delivery setup for Salesforce programmes. One set of agents, skills and rules shared by Claude Code and GitHub Copilot, guardrails enforced in code, and a quality gate that blocks new debt without blocking on the legacy. About 20% of delivery time saved so far; the target is 50%.
Open the Booster pageOrgIntel
Turns a Salesforce SFDX repository into a verified knowledge base: one page per component, a dependency graph that includes what people hardcoded, and a corpus any AI agent can query over MCP. It runs offline, with no model and no tokens.
Open the OrgIntel page