AI Strategy
Find the AI Products Your Clients Will Pay For
Before we build, we explore. In these strategy sessions, we work together to identify which of your expertise can become a commercial agentic AI product—one that your clients will actually pay for, and that practically pays for itself over time. I bring 10+ years of AI product experience; you bring deep domain knowledge.
Relevant Experience
Building AI products that deliver expertise at scale
AI That Delivers Investment Expertise
Private Equity Fund
Built LLM-powered assistants that package deal-sourcing knowledge into a tool investment teams use daily. The same approach works for any firm wanting to productize their advisory expertise.
IMPACT
Expertise now accessible on-demand, not just in meetings
Productizing Operational Knowledge
Global Enterprise
Developed deep learning models that encode supply chain expertise into decision-support tools. Proof that domain knowledge can be packaged into AI products that deliver value at scale.
IMPACT
Expert-level recommendations without expert availability
Scaling Content Expertise
Media Company
Built recommendation systems that productize editorial judgment. Shows how professional expertise—what to recommend, when, to whom—can become a commercial AI product.
IMPACT
Editorial expertise delivered to millions of users automatically
What We Explore Together
Productization Discovery
Which of your services could become a product? We map your expertise and identify what could genuinely work as a commercial AI offering.
- Service-to-product mapping
- Market opportunity assessment
- Competitive positioning
- Pricing model exploration
Product Architecture Design
How should your AI product work? We design the technical architecture that will deliver your expertise at scale.
- Agentic AI architecture
- Integration requirements
- Build vs. buy decisions
- Scalability planning
Go-to-Market Strategy
How will you sell this to your clients? We define positioning, pricing, and rollout strategy for your new AI product.
- Client segmentation
- Value proposition design
- Pricing strategy
- Pilot program planning
Why Strategy First
Building the wrong product is expensive. These exploratory sessions ensure we build something your clients will actually pay for.
- Identify which expertise genuinely productizes well
- Validate demand before investing in development
- Design products that pay for themselves through client fees
- Clear path from strategy session to working product
Ready to Explore What's Possible?
Book a strategy session to discover which of your expertise could become a commercial AI product.
Book Strategy Session