Where I Create Value
A Commercial Builder profile across GTM, growth, partnerships, market expansion, and AI-enabled execution.
GTM & Revenue Systems
The market opportunity exists, but the team still lacks a GTM system it can execute, track, calibrate, and be accountable for.
- What I build
- Design market entry, pricing, pipeline, forecasting, quota, territory, commission, sales cadence, and revenue governance.
- Relevant roles
- Relevant to GTM leadership, commercial strategy, Head of Growth, country/regional leadership, and new-market expansion roles.
- Operating output
- A GTM operating model, revenue management cadence, pricing and incentive structure, and measurable growth metrics.
Partnerships & Ecosystem
Growth cannot rely only on direct sales or one market; it needs partners, channels, resellers, distributors, or platform ecosystems to expand reach.
- What I build
- Design partner eligibility, segmentation, MOQ, volume-tiered pricing, enablement, scorecards, co-marketing, and partner-sourced growth programs.
- Relevant roles
- Relevant to strategic partnerships, business development, ecosystem/alliances, AI partnerships, and market expansion roles.
- Operating output
- A partner ecosystem map, partner program, channel pricing and incentive plan, enablement, and governance cadence.
AI-Enabled Building
AI discussions often stop at decks, tool lists, or scattered trials; the real gap is moving with product hypotheses, user testing, and commercial judgment.
- What I build
- Use AI-assisted development to prototype quickly, integrating Claude / OpenAI / Gemini APIs, prompt evaluation, MCP, agent workflows, Cloudflare, and OAuth.
- Relevant roles
- Relevant to AI partnerships, AI adoption, product exploration, 0->1 building, and commercial leadership roles that require AI fluency.
- Operating output
- A testable AI prototype, workflow, or product, plus validation around token cost, margin, user behavior, and GTM assumptions.