Complex marketsAI-native systemsGrant-backed projects
AI-native systems, market infrastructure and strategic execution
I work with teams building complex, technical and market-facing systems: agro-commodity infrastructure, agentic development workflows, market intelligence layers and go-to-market systems that need structure.
Available for consulting, partnerships, grant-backed collaborations and selected full-time or fractional roles.
Working in Paris time (CET/CEST).
How I help teams ship
Market systems
Agro-market infrastructure sprint
For teams working around physical commodities, brokerage, indexes or market intelligence.
- Brokerage workflow and execution-layer mapping
- Market-intelligence, dashboard or benchmark structure
- Participant, signal, data and methodology model
- Commercial narrative for partners, grants or pilots
- Handoff: operating map + prioritized build plan
Agentic execution
AI-native workflow sprint
For teams that want agent-assisted execution without losing review discipline.
- AGENTS/RUNBOOK and project instruction surfaces
- Reusable skillpacks and validation gates
- Debugging, audit, research and handoff workflows
- Repo context, risk notes and operating conventions
- Implementation loop: ship, verify, document, repeat
Strategy to execution
Product, GTM and grant narrative system
For complex products that need to be legible to clients, partners, evaluators and AI search.
- Positioning, offer and stakeholder narrative
- Landing/site/deck structure for technical products
- SEO, JSON-LD, LLMO and machine-readable indexes
- Evidence map: projects, methods, traction and use cases
- Implementation sprint: publish, measure and iterate
What you get (every time)
- A clear story: offer, audience, and why you win — in plain language.
- A practical plan you can execute with your current team and constraints.
- Shippable artifacts (docs, pages, checklists) — not just advice.
- An operating layer that connects strategy, product, market workflows and AI-assisted execution.
Not sure which track fits? Send 3 lines about what you’re building and where you’re stuck — I’ll point you to the best next step.
Credibility snapshot
- 25+ years across strategic marketing, creative direction, product development and international business communication.
- Hands-on agro-market infrastructure work around MN7R, Cropto, commodity indexes, monitoring and brokerage workflows.
- AI-native development stack: agent skills, project instruction layers, validation-gated workflows and LLMO infrastructure.
Start a conversation
Best via LinkedIn DM for quick context. Email works for longer briefs or partnership ideas.