About / Method
AI-native systems for complex markets.
I build agentic development tools and agro-commodity market infrastructure.
Positioning
Markets need operating systems.
I build AI-native operating systems, market infrastructure and strategic workflows for complex B2B and B2C environments.
My current focus is international agro-commodity brokerage and trading infrastructure: digital workspaces, market-intelligence layers, commodity-index systems, execution workflows and AI-assisted tools for grain and oilseed markets.
Before moving deeper into AI-native development, I spent more than 25 years working across strategic marketing, creative direction, product development, brand systems, go-to-market strategy and international business communication. That background shapes how I build now.
I do not treat software as isolated apps. I treat it as operational infrastructure: systems that help people see markets more clearly, coordinate work, validate decisions, package expertise and move from strategy to execution.
ABVX is the working surface for this approach. It brings together agro-market infrastructure, AI-agent workflows, developer tools, publishing systems, language experiments and strategic content into one public ecosystem.
What I build
Four operating lines.
Agro-commodity market infrastructure
Digital systems for physical commodity brokerage, trading workflows, market intelligence, local commodity indexes, liquidity layers and structured execution.
AI-native development systems
Agentic workflows, Codex-style development systems, reusable agent skills, project instruction layers and validation-gated workflows.
Strategic product and go-to-market systems
Brand architecture, product narratives, validation frameworks, launch systems, market-entry strategy and commercial storytelling for complex products.
Publishing and language infrastructure
Books, translation systems, reader kits, constructed-language experiments and publishing workflows that turn ideas into durable public assets.
How I work
I usually start with the system, not the surface.
Before designing a site, writing a deck, building a tool or shaping a launch, I look for the operating structure underneath. The final output can be a product, dashboard, protocol, agent workflow, website, book, index, pitch deck, market interface or launch system. The method stays the same: turn messy expertise into usable infrastructure.
- What needs to be measured?
- What needs to be standardized?
- What needs to be made visible?
- What needs to be automated?
- What needs to be explained well enough that people can use it?
- What can AI agents help execute, verify or accelerate?
Current operating lines
Where the work lives now.
Current Focus
Agro-commodity brokerage, market intelligence, commodity indexes and AI-assisted market workflows.
Open ->Systems Catalogue
Agentic development tools, reusable skillpacks, project instruction layers and orchestration systems.
Open ->ABVX Press
Books, field manuals, translations, free editions and publishing lines.
Open ->Writing
Applied AI notes, market-infrastructure thinking, validation essays and field observations.
Open ->Machine-readable index
Public data for crawlers and agents.
Work with me
Work with me
I am open to consulting, partnerships, grant-backed projects and selected full-time or fractional roles where the work involves complex systems, market infrastructure, product strategy, AI-native workflows, publishing systems or go-to-market.
Best fit: teams building something complex, technical, market-facing and not yet fully structured.
Best-fit work
- AI-native product development
- agro-commodity market infrastructure
- international brokerage and trading workflows
- B2B/B2C strategic marketing
- market intelligence and operational dashboards
- agentic development workflows
- go-to-market systems for complex products
- publishing and knowledge-product infrastructure
For the full career timeline, see LinkedIn.
LinkedIn profile ->