Fractional product leadership that ships value, not just features.
I help startups and growth-stage companies turn business goals into Product & AI roadmaps that drive measurable ROI — from strategy through hands-on execution.
Strategy that's grounded. Execution that ships.
A trust-first, user-centric approach to product and AI — built on lean frameworks, not hype.
Product & AI Strategy
I translate business goals into actionable roadmaps — ensuring both traditional product bets and AI initiatives drive measurable ROI, not just hype.
AI Execution
Hands-on experience with conversational AI, LLM orchestration, prompting strategy, evaluation loops, and RAG — from concept to production-ready systems.
User-Centric, Trust-First
Customer discovery and tight feedback loops build products that are safe, predictable, and meaningful — driving acquisition, conversion, and retention.
Cross-Functional Alignment
Close partnership with Design, Data, Engineering, and GTM to align requirements with technical feasibility for faster, cohesive delivery.
Efficient Frameworks
Lean methodology and Reforge/Maven best practices to avoid over-engineering and validate value quickly — without sacrificing quality.
Flexible Engagement
From a 30-day roadmap sprint to ongoing fractional leadership — engagement models that meet your company at its current stage.
Lean, trust-first, built to avoid over-engineering.
Every company's stage is unique. I partner closely with founders and cross-functional teams, using customer discovery and feedback loops to build products that are safe, predictable, and meaningful — reducing time-to-market without sacrificing quality.
- Validated Product + AI roadmaps grounded in business outcomes, not trends
- Hands-on with conversational AI, LLM orchestration & RAG systems
- Deep-dive market research, competitor analysis & persona development
- Product metrics tied to quality, adoption, and business impact
Flexible models, built around your stage.
Whether you need a quick strategic roadmap or hands-on execution — I meet you where you are.
The Strategy & Roadmap
- Product vision & strategic roadmap
- AI opportunity mapping — where AI adds value vs. distracts
- High-level architectural guidance (Conversational/RAG)
- Feature prioritization matrix
The "Lean MLP" Accelerator
- Hands-on review of current product strategy + actionable improvements
- Customer feedback loops and analysis
- Iterative roadmap adjustments to adapt to market conditions
- Transitioning from "shipping features" to "shipping value"
Fractional Product Leadership
- Deep-dive market research & competitor analysis
- Complete user persona development
- Collaboration with Design & Engineering on execution-driven goals
- Product metrics for quality, adoption, and business impact
Strategic Advisory — $125/hr
Best for ad-hoc support without a long-term commitment. Second opinions on roadmaps, AI design reviews, prompt engineering critiques, or sounding-board sessions for founders.
Custom Engagement
Tailored to your specific bottlenecks — customer discovery, PMF expansion, pricing strategy, RAG audits, or roadmap alignment workshops.
Simple retainers, scoped to your needs.
5 Hr. Commitment
Light-touch, ongoing involvement — ideal for staying close to strategy without a full-time hire.
20 Hr. Commitment
Deeper, hands-on partnership across strategy, execution, and cross-functional alignment.
From first call to validated roadmap.
Discovery Call
We talk through your stage, goals, and where product or AI is creating friction.
Scope & Engagement
We pick the right model — roadmap sprint, Lean MLP accelerator, or fractional leadership.
Embedded Work
I partner with your team — research, strategy, AI design, and cross-functional delivery.
Validated Outcomes
A roadmap, product, or AI system that ships measurable value — not just more features.
Have a roadmap that needs validating — or an AI bet that needs grounding?
Let's talk through where you are and what the next 30, 60, or 90 days could look like.