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-accredited Forward Deployed Engineer.
Salesforce architect, nine years in the ecosystem — and for the last two, putting AI into production. I lead Agentforce for Capgemini Financial Services France and sit on the Design Authority of an estate serving 28,000+ users.
Built and delivered for
Capgemini
AXA
Société Générale
BPCE
Bpifrance
Covéa
Malakoff Humanis
Odaseva
Adenza- Capgemini
- AXA
- Société Générale
- BPCE
- Bpifrance
- Covéa
- Malakoff Humanis
- Odaseva
- Adenza
SpringFive
SNCF
Schneider Electric
Disneyland Paris
Scaleway
Iliad Group
Sephora
LVMH
Shiseido
SKF
InVivo- SpringFive
- SNCF
- Schneider Electric
- Disneyland Paris
- Scaleway
- Iliad Group
- Sephora
- LVMH
- Shiseido
- SKF
- InVivo
28,000+Platform users
1 BN+Records governed
100+Integrated systems
70+Under technical authority
31Certifications
30+Countries in one programme
What I do
Architecture that has to hold,
Architecture that has to hold,
and AI that has to ship.
Three things, repeatedly, at a scale where the mistakes are expensive.
Agentforce & AI in production
Lead Agentforce for Capgemini Financial Services France. Among the first worldwide on Agentforce Voice and Salesforce Contact Center, and I run the demos at Agentforce World Tour Paris.
Design Authority & audit
Technical referent for 70+ engineers, architects, analysts and consultants — teams that have spanned eight countries. I audit programmes I did not build and turn the findings into remediation plans — under GDPR and DORA.
What I build
Accelerators, not slideware.
Both started as my own initiative. Both are Capgemini offers now — installed and used at clients.
Salesforce Booster
Audits an org, harvests its metadata and helps analysts and developers decide how to build: they describe the need, it proposes the design. 15+ agents, 50+ skills and instruction sets, assistant-agnostic — running today under GitHub Copilot and Claude Code.
OrgIntel
Reverse-documents an entire Salesforce org and renders a dependency graph the platform's own tooling cannot. The output is RAG-ready, so any LLM or MCP client can query how the org actually fits together.
See what it produces
Product · in build
OrgIntel — the org documents itself,
OrgIntel — the org documents itself,
and it costs nothing to run.
A local command-line tool that reads a Salesforce SFDX repository and writes back a verified knowledge base: one page per component, a complete dependency graph, and a corpus an AI agent can query directly. Reverse-documentation is pure code — no model, no prompt, no tokens, and nothing leaves the machine.
45,672Metadata files read
14,256Pages generated
42,222Dependencies mapped
0Tokens · network calls
Every reference, not just the declared ones
“Where is this used” finds what the platform registered. OrgIntel also finds what people hardcoded: an API name in a formula, a record type in a custom setting, a queue concatenated into a SOQL string, a component named inside a FlexiPage.
Parents and children, at once
A real cascade in both directions, as deep as you ask — not a one-level list you walk by hand. It ships as one self-contained HTML file that opens off a shared drive, with no server and no external script.
A corpus an agent can actually read
Progressive disclosure by design: an overview, sharded indexes, then one page per component. An agent reads three small files instead of loading the org — which is what keeps the retrieval side cheap as well as accurate. Exposed read-only over MCP.
Credentials
31 certifications, and the architecture ones matter most.
Application Architect, Platform Data Architect and Sharing & Visibility Architect, alongside the Agentforce and Data 360 track. Next: Salesforce System Architect, then CTA.
Verify on Trailblazer