An AI-first studio that ships validated products, fast.

The shift is already here: AI agents are reshaping fintech, the future of work, and the gig economy, not in pilots and demos, but in the work that actually runs these businesses. agile Innovation Labs exists to bring that shift to the organizations the giants overlook.

AI-first changes the economics of building: For us, AI isn't something bolted on at the end — it's where we start. That changes what a small team can do: working through a focused six-week design sprint, we take an idea all the way to a shipped, real-world product. StreetZones is the proof — built in a single sprint, it placed Top 10 of 597 for the Workers Lab Innovation Fund.

Our mission

Giant's capability. Not giant's budget.

We pair real business strategy with hands-on engineering, so advanced AI becomes something you can actually deploy, not just talk about. The leverage that lets a small team move fast is the same leverage that lets a forward-thinking organization build what once took a budget only the giants could afford.

What we stand for

Principles behind every engagement.

Built for every size

World-class AI shouldn't depend on a giant's budget. We build for the organizations the giants overlook and design so the work fits the team that has to run it.

We share what we learn

Our methods, experiments, and the occasional misstep go out openly through blogs, so the next builder moves faster. Client work stays confidential, always.

Responsible by default

We design for accountability from day one: clear guardrails, auditable decisions, and no black boxes. The AI we ship is something you can stand behind.

The team

Get in touch with our expert consultants.

Principal Consultant

Bill Allen

Bill is a seasoned software developer, consultant, startup founder and mentor with extensive experience in mobile and AI app development. His career spans decades — from early days as an assembler programmer to over two decades consulting for major financial exchanges in Chicago. He now runs a spec-driven agentic engineering team — directing autonomous AI agents against clear intent, evals and review.

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Principal Consultant

Muziwami Mtetwa

Muzi brings a unique blend of technical expertise and economic insight to AI agent innovation. With a strong foundation in software engineering and a PhD in Economics in progress, he leverages a comprehensive understanding of social dynamics, economic growth, finance and regulatory compliance.

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Consultant

Simone Allen

Simone brings a lauded education in liberal arts and writing to the development of AI agents. She is uniquely positioned to craft engaging narratives and dialogue for AI systems, leveraging her expertise in language and communication to create more human-like interactions.

Business Operations

Demetra Crowder

Demetra is a seasoned business professional with over 30 years of experience in finance, intellectual property tech transfer and business operations. Her blend of expertise in managing complex business processes and facilitating technology transfer for a major university positions her as a strategic senior consultant.

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Let's talk

Bring our team into your next AI initiative.

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