Early Founders
Build from 0 to 1
Hands-on founder mentorship across product, capital readiness, GTM, connections, and company building.
Explore Founder AdvisoryFounder advisory and fractional AI leadership
From 0 to 1 for founders. AI transformation and growth for established companies.
I work alongside early founders to shape the business, build the product, prepare for capital, find customers, and make the right connections. For established companies, I work as a fractional AI executive and operating partner to CEOs and leadership teams, guiding AI transformation, business growth, and vertical business-unit expansion.
28+ years of operating experience. 40+ companies backed or advised. 12 active advisory and board roles. Engagements include founder mentorship, company building, fractional CAIO, CTO, and CDO leadership, AI transformation, and board advisory.
Established Companies
Fractional AI Leadership, Transformation & Growth
Work with a fractional AI leader to transform operations, expand into new markets, and build industry-specific products and solutions.
Explore Transformation & GrowthFor Early Founders
Build the company from 0 to 1.
Founder mentorship is also available as an independent advisory engagement. I work alongside you from 0 to 1 on what to build, who will buy, how to prepare for capital, and who you need around you. Together, we test assumptions and work toward the next milestone.
Product & First Customers
Sharpen the customer problem, validate demand, scope the MVP, and learn from early users. Build evidence for product-market fit.
Capital & Fundraising Readiness
Develop the business narrative, pitch, milestones, and capital plan. Prepare for investor conversations and connect with relevant investors where there is a fit.
GTM & Commercial Traction
Define the ideal customer, positioning, pricing, and sales motion. Work toward first customers, useful feedback, and a repeatable path to revenue.
Connections & Founder Development
Build relationships with potential customers, partners, investors, and early hires. Develop founder judgment, hiring priorities, and the operating habits to lead the company.
For Established Companies
Fractional AI Leadership, Transformation & Growth
As a fractional CAIO, CTO, or CDO, I help set priorities, align teams, guide investment decisions, and lead execution. Whether the priority is AI transformation, business growth, or both, we build on your existing strengths to develop vertical layers — industry-specific products, workflows, and services — that create new value and revenue opportunities.
AI Strategy & Priorities
Identify valuable use cases, assess readiness, and set a roadmap with clear investment decisions, owners, and success measures.
Operations & Workflow Transformation
Redesign workflows, automate repetitive work, and help teams adopt AI to improve productivity, service quality, and operating performance.
Vertical Products & Solutions
Turn existing platforms, data, and domain expertise into industry-specific products and services. Validate demand, define differentiation, and build a practical path to market.
Data & Decision Systems
Modernize data foundations, analytics, and governance so leaders and teams can make reliable decisions and support AI adoption.
Business Growth Strategy
Identify adjacent markets, expand customer value, and sharpen positioning, pricing, partnerships, and distribution to develop new revenue opportunities.
AI Governance & Technical Execution
Guide architecture, agent orchestration, evaluation, runtime security, and controls so AI systems can operate reliably at enterprise scale.
Industry Perspective
Across industries. Grounded in your business.
My experience working with companies and leadership teams spans silicon, AI inference, LLMs, SLMs, edge AI, enterprise software, cybersecurity, retail, ecommerce, wholesale and warehouse operations, media, gaming, and telecommunications. The starting point is your operating context: customers, workflows, data, and business priorities.
Enterprise Software & Cybersecurity
Product differentiation, enterprise adoption, and secure AI deployment.
Silicon, Models & Edge AI
Product and architecture strategy across AI silicon, inference, LLM and SLM development, and edge AI deployment to balance performance, cost, and commercial adoption.
Retail
Store operations, merchandising, inventory decisions, and customer experience to improve sell-through and business performance.
Ecommerce & Marketplaces
Digital assortment, pricing, conversion, and fulfillment strategies to grow revenue and improve the customer journey.
Wholesale & Warehouse Operations
Demand planning, inventory flow, order management, and warehouse workflows to improve availability, fulfillment, and operating efficiency.
Media, Gaming & Consumer Platforms
Personalization, engagement, and scalable data and AI platforms.
Telecommunications & Infrastructure
Service operations, platform modernization, and reliable deployment at scale.
When I Get Involved
Common reasons companies reach out.
- An early founder needs an experienced partner across product validation, fundraising readiness, GTM, and building the team.
- A CEO or board needs a credible AI strategy, adoption plan, and executive operating partner.
- An established company wants to enter new verticals, build industry-specific offerings, or define its next business growth strategy.
- AI pilots are multiplying, but teams need a clear path to adoption, operating ownership, and measurable business value.
- Leadership needs help deciding what to build, what to automate, and where defensible AI advantage can actually emerge.
- The business needs stronger data foundations, analytics, instrumentation, or decision systems to support scale.
How It Works
How an engagement works.
- Define the business objective, assess the current state, and agree on priorities and success measures.
- Choose the right engagement: founder mentorship, a focused transformation or growth program, fractional CAIO, CTO, or CDO leadership, or board advisory.
- Work alongside leadership and delivery teams with clear decisions, accountable owners, and regular checkpoints.
- Review progress against agreed measures and adjust the roadmap as the business learns.
Engagement Fit
Companies I work best with.
I work with early founders building their first product and company, growing teams finding a repeatable business model, and established companies pursuing AI transformation, business growth, or new vertical offerings.
Strong Fit
- Early founders ready to test assumptions, act on feedback, and build across product, capital, GTM, and team.
- Leadership teams serious about AI strategy, adoption, and execution.
- Established companies building vertical products and solutions, entering adjacent markets, or strengthening their growth strategy.
- Boards or CEOs who want high-trust technical and strategic judgment.
What You Can Expect
- Clear priorities tied to business value and practical constraints.
- Hands-on leadership with defined ownership and delivery checkpoints.
- Progress reviewed against agreed adoption and business measures.
Contact
If the fit looks right, let’s talk.
Discuss your next founder milestone, AI transformation priorities, business growth strategy, or plans for industry-specific products and solutions.