AI Product Manager | Product Strategy & Development Consultant

What I Do

Product Management Services

From strategy development to execution excellence — building AI products that customers want and pay for.

🎯

Product Strategy & Vision

Define product vision, market positioning, competitive strategy, and roadmap that aligns with business goals and customer needs.

Strategy · Vision · Positioning

🔍

Market Research & Validation

Deep customer research, competitive analysis, market sizing, and validation that confirms product-market fit assumptions before big bets.

Research · Validation · Customer Discovery

📋

Product Roadmap Planning

Disciplined roadmap development with clear prioritization, realistic timelines, and resource allocation that balances ambition and execution.

Roadmap · Prioritization · Planning

🚀

AI Feature Development

Design and implement AI-powered features that create defensible moats, improve unit economics, and drive customer differentiation.

AI Features · Differentiation · Engineering

💰

Monetization & Pricing

Develop pricing strategy, packaging models, and go-to-market approach that maximizes revenue while maintaining customer satisfaction.

Pricing · Monetization · GTM

📊

Product Analytics & Metrics

Build measurement frameworks, define success metrics, and create dashboards that inform product decisions with data.

Analytics · Metrics · Data-Driven

Engagement Models

How We Can Work Together

From strategic advisory to full product leadership — aligned to your growth stage and needs.

Fractional Chief Product Officer

Part-time strategic leadership of product direction, roadmap, and execution. Advisory plus hands-on product work.

Product Manager

Full hands-on product management: strategy, roadmap, feature development, and cross-functional execution.

AI Product Lead

Specialized focus on designing, developing, and launching AI-powered features that create competitive advantage.

Full-Time Executive

Chief Product Officer or VP Product, full-time embedded leadership of product strategy and execution.

Strategic Consulting

Advisory on product strategy, market positioning, pricing, or specific product challenges. Per-project or retainer.

Product Launch Specialist

Lead specific product launches, feature releases, or go-to-market campaigns from planning through execution.

Why Me

The Track Record

10+ AI products built to product-market fit, $50M+ revenue managed, and proven ability to scale product organizations and execution.

✓

Built 10+ AI-powered products from concept to product-market fit across SaaS, creator tools, and enterprise software.

✓

Managed $50M+ in product revenue with consistent 3x+ YoY growth through disciplined product strategy and execution.

✓

Designed defensible AI features that create lasting competitive advantage and improve unit economics.

✓

Led successful customer discovery, market research, and validation that de-risked major product decisions.

✓

Built world-class product teams and operations — hiring, mentoring, and scaling product orgs from 1 to 30+ people.

✓

Worked with startups, scale-ups, and enterprise teams across US, Europe, Australia, and Asia.

Process

How It Works

From vision to validated execution — disciplined product development that balances innovation and business results.

Assessment

Understand current product, market position, competitive landscape, and strategic priorities.

Strategy

Develop product vision, positioning, roadmap, and success metrics aligned with business goals.

Validation

Customer research, market analysis, and testing that confirms assumptions before large investments.

Execution

Build roadmap, coordinate engineering and design, manage releases, and drive feature adoption.

Scale

Grow product revenue, expand team, and compound competitive advantage as market evolves.

FAQ

Common Questions

Everything you need to know about product management and AI products.

What makes a product AI-native vs. just adding AI features? +

AI-native means AI is core to the product experience and value proposition, not a feature bolted on. It informs design, pricing, GTM, and competitive strategy.

How do you validate product-market fit? +

Through customer research, retention metrics, viral loops, and revenue growth. We measure: do customers want this? Will they pay? Will they tell others?

How often should product roadmaps change? +

Strategic vision stays constant; tactical roadmap updates quarterly based on customer feedback, market signals, and execution learnings.

What's your approach to feature prioritization? +

Balanced scorecard: customer value, strategic alignment, revenue impact, and engineering effort. Favor high-impact, lower-effort wins early on.

Do you work with non-technical founders? +

Yes. I bridge gap between vision and execution, translate between business and engineering, and guide you through product decisions even with no technical background.

Get Started

AI Product. Market Fit.
Revenue Growth.

Free 30-minute strategy session to discuss product vision, validate ideas, and identify biggest priorities.

Book Strategy Call → View All Services

AI Product Management: Strategic Development for Market-Leading Products

The difference between successful AI products and failed bets lies in disciplined product strategy and execution. AI product management requires deep understanding of AI capabilities, realistic assessment of technical feasibility, clear monetization models, and disciplined go-to-market execution.

Strategy Precedes Execution

Product success is 80% strategy, 20% execution. I help you develop clear product vision, validate assumptions, define roadmaps, and align teams around shared goals before committing engineering resources.

AI Changes the Product Game

AI-native products require different thinking: licensing vs. building, prompt engineering vs. manual features, fine-tuning vs. off-the-shelf models, unit economics in LLM-powered apps, and defensibility through data or unique workflows.

I bring 10+ AI products to market, $50M+ revenue managed, proven ability to build product-market fit, and deep expertise in AI product dynamics. Building AI products globally.

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