Depends on what we're building. An AI Product Audit takes 1–2 weeks. An AI Product Sprint runs 4–8 weeks. A full Zero-to-One Build—raw idea to fundable product—runs 12–20 weeks. Embedded Builder Residencies are 3–6 months. Every engagement runs in 1–2 week sprints with a clear deliverable at the end of each one, so you always know what's shipping next.

We work across the full AI stack—LangGraph, OpenAI Agents SDK, Anthropic Agent SDK, Agno for orchestration, RAG pipelines and vector databases for retrieval, Mem0 and Zep patterns for agentic memory, and custom evaluation frameworks for production reliability. The specific stack depends on the problem. We're not locked to one vendor or framework—we pick the tools that fit, and we stay current because this space moves weekly. What doesn't change: everything ships production-grade, with tracing, guardrails, and evaluation baked in from day one.

We partner with high-growth tech, SaaS, e-commerce, health & wellness, fintech, and creative brands. The common thread: founding teams who want design clarity and AI-powered leverage—and care about shipping real products, not slide decks.

AI Product Audits start at $10–15K. AI Product Sprints run $30–60K. Zero-to-One Builds range $60–120K. Embedded Builder Residencies are $20–40K/month. Every quote is fixed-fee and milestone-based—no hourly billing, no runaway invoices. For the right founder and idea, we also offer a Venture Co-Build model with reduced cash and equity participation.

Yes. Choose between a monthly innovation retainer (new features, experiments, AI tuning) or a lighter care plan (maintenance, analytics, uptime monitoring). We also offer AI Development Mentorship—ongoing pairing and playbooks to help your engineering team build with AI on their own. Cancel anytime. Our results keep clients around, not contracts.

Book a 20-minute fit call. We trade questions—I want to understand the problem at the level of someone who'll be building the solution. You receive a tailored proposal within 48 hours. Approve it, pay the first milestone, and your project slot is locked. Most engagements kick off within a week of signing.

No account managers. No creative directors. No project managers relaying feedback. You work directly with me—the person designing, engineering, and shipping the product. I operate as an embedded senior IC, not a vendor. One brain across design, engineering, and AI architecture means no handoff gaps and faster decisions.

It means starting when there's nothing—no product, no brand, no codebase—and building until there's a real, shipped thing. That's where I do my best work. The Zero-to-One Build takes a raw idea and delivers a fundable, shippable product in 12–20 weeks, including product strategy, brand, design system, and working code.

Yes. I plug into your team's rhythm—standups, Slack, async updates—and adapt to whatever tools you're already using (Linear, Notion, GitHub, Figma). The point is low friction, not tool adoption. For longer engagements, I ramp down as your team ramps up, with overlap for knowledge transfer.

Start with an AI Product Audit. It's a 1–2 week deep assessment where I use the product, audit the landscape, and deliver a prioritized roadmap with concrete recommendations. It's the lightest way to figure out where AI can create a step-change—and it gives us both a chance to see if the fit is right before committing to a larger build.

Do you take equity? Selectively. The Venture Co-Build is a reduced-cash-plus-equity model (2–8%) for the right founder and idea. I take on 1, maybe 2 of these per year. The bar is high—the idea needs to be genuinely compelling and the founder needs to be someone I want to build with for the long haul.