Become AI Native

Maximize your engineering ROI by becoming an AI-native team.

Agentic Development

We've integrated agents across dozens of workflows—you get our pattern-matching, not trial and error. Let agents handle routine work while engineers focus on what matters.

AI-First Tech Stack

We help you cut through the hype to choose AI tools that fit your existing tooling and compliance requirements. We track what's emerging and what's stabilizing—we stay current so you don't have to.

AI Operating Metrics

Establish a high-fidelity feedback loop by tracking adoption metrics. Move beyond anecdotal evidence by quantifying ROI. Scale your AI transformation based on hard data.

We are former engineering leaders who partner with you to accelerate your transition from legacy software development to the efficiency of AI-powered development.

Start Your Transformation

Who We Are

Our approach is grounded in operating experience. We understand the challenges of applying AI to mature codebases.

Matt Lerner

Matt was the SVP of Product & Design and VP of Engineering at Redfin through the IPO. Matt has founded and sold startups to Redfin and Microsoft.

Matt recognized the need for an AI-native engineering consultancy while working with multiple startups as an executive coach.

Dave Peck

Dave was an engineering leader at Pioneer Square Labs for five years where he worked with many AI-first startups. Dave has founded and sold startups to Microsoft and Stackpath.

Dave focuses on AI-powered data pipelines and agentic development best practices.

We've Previously led engineering at

Client Results

Matt increased the leverage of our product and engineering teams as we integrated AI into our workflows. He guided us towards a metrics-driven approach with clear KPIs grounded in customer impact. Execution velocity is rising.

Xiao Wang

CEO, Boundless

Matt's deep experience with AI and scaling teams—and his ability to recognize patterns early—helped us move faster and avoid costly pitfalls. Matt helped us build a metrics-driven culture that accelerated execution.

Emily Pesce

CEO, Joon

How We Work

Our engagements range from a one-day AI readiness assessment to multi-month partnerships that guide your full transformation.

We don't write your code—we partner with your engineering leadership to build the strategy, select the tools, and establish the metrics that make your team AI-native.

Build Your AI Roadmap

Develop a roadmap that aligns with your engineering goals, tech stack, security requirements, and team culture.

Create Agentic Workflows

We guide tool selection and integration work to drive immediate, measurable productivity gains.

Measure and Iterate

Establish AI adoption success metrics and iterate on tactics to accelerate your transformation.