Strategic Value Creation Through Product-Market Excellence

We empower technology businesses and their investors with the expertise, strategies, and execution support needed to achieve optimal product-market fit. With deep AI and ML expertise from industry pioneers, we accelerate success for founders from pre-seed to Series A, late-stage startups scaling operations, and investment firms (VC, PE, family offices) seeking to maximize portfolio company performance and returns.

Explore Our Services

Our Services

From strategy to execution, we provide end-to-end support for tech startups at crucial early stages.

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Product and Marketing Strategy

Define your product positioning, market fit, and growth roadmap with our expert guidance.

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Go-To-Market Strategy

Identify target customers, develop messaging, and create outreach plans to drive adoption. We can talk to your customers with you!

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Technical Architecture

Expert guidance on infrastructure, AI/ML implementation, and scalable technology solutions.

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Product Design

User-centered UI/UX design that delivers exceptional experiences and drives engagement.

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Implementation & Prototyping

Detailed PRD development, engineering support, and rapid prototyping to validate ideas and build working solutions quickly.

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Investment Advice

Advising VC/PE firms in their investment choices with technical due diligence and market opportunity assessment.

Industries We Serve

We specialize in helping founders build products that resonate with customers across these key sectors.

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FinTech

Credit ecosystems, finance lead generation platforms, lending marketplaces, payment solutions, and wealth management tools.

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Vertical SaaS

AI/LLM-powered vertical SaaS businesses including legal tech, healthtech, proptech, and specialized enterprise solutions.

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AI/ML Infrastructure

LLM/AI observability platforms, hyperscalers, AI model deployment frameworks, and ML infrastructure providers.

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Agentic Applications

AI systems that automate specialized tasks within business workflows, including CRM agents, credit scoring assistants, and autonomous business process tools.

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Creator Economy

AI/ML-powered social media platforms, content monetization tools, creator analytics solutions, and community-building platforms.

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Voice & Video Infrastructure

Voice synthesis APIs, video generation platforms, and applications for auto-generated sales training materials using tools like Vapi, ElevenLabs, and HeyGen.

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Deep Tech

AI chip accelerators, specialized hardware solutions, and cutting-edge research applications.

Meet Our Team

Industry leaders from top AI labs and tech companies with proven track records of building successful products.

Carol Zhu

Product and Founder Strategy

Former Product leader at AWS AI, TikTok, Credit Karma and notable AI startups with extensive experience guiding founders to PMF.

Fan Sun

AI/ML Algorithm and Founder Strategy

Former Product and Science lead at Meta AI and TikTok with deep expertise in commercializing AI/ML innovations.

Valentyn Podkamennyi

Engineering Implementation

Tech lead at HubSpot, successful tech entrepreneur, and former Google and Wayfair engineer specializing in scalable implementations.

Shizun Ge

Deep Tech Advisor

Tech Lead at Google TPU team with extensive expertise in hardware acceleration for AI and complex technical infrastructure.

Mengshi Zhang

AI/ML/Deep Tech Advisor

Former AI/ML tech lead at Meta AI providing cutting-edge expertise in algorithm development and implementation.

Will Cruz

UI/UX Design

Former Design Lead at LinkedIn and SAP with Parsons education, specializing in intuitive interfaces for complex products.

What Makes Your Product Stand Out?

We help founders identify and develop their unique value proposition in the market.

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Market Research

Deep analysis of competitive landscape and user needs to identify underserved opportunities.

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Feature Differentiation

Prioritize product features that create meaningful separation from competitors.

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User Testing

Rigorous validation methods to ensure your solution resonates with target customers.

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Product Positioning and Sales

Crafting compelling narratives that highlight your product's unique advantages in front of your customers.

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Integration Opportunities

Identifying ecosystem partnerships that amplify your product's value proposition.

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Roadmap Planning

Strategic product evolution plans that maintain competitive advantage over time.