AI Driven Software

Spec-driven. AI-augmented. Built with you.

What we Build

High-quality AI driven software, built to scale.

High-converting marketing sitesSaaS productsAI platformsInternal tools

The spec is written before the code. AI accelerates the delivery. You're part of every decision.

What we do

Four ways we can work together.

New system builds

FoundersStartupsNew ventures

From first brief to working software β€” spec-first, week to week, with a clear path to your first release.

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System rebuilds

Traction-stageFragile systemsInherited codeVibe coded startup

Rebuild vibe coded, prototyped, MVP, or inherited code β€” with clear boundaries, reduced risk, and foundations built to scale.

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Embedded development

Scaling startupsEnterprise teamsDelivery capacity

We embed directly inside your team β€” your tools, backlog, and rhythm.

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Self-starting

Non-technical foundersIdea-stageNo tech team

Set up a free project workspace β€” use our guides and processes to structure your requirements and build your software, with the option to request assistance where needed.

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Track record

15+ ventures delivered across AI, education, maritime, and digital products.

Featured engagement

Rebuilding an AI tutor for real scale

Luma Learn's AI tutoring system β€” 24/7 delivery via WhatsApp and web β€” was buckling under real growth. We rebuilt it around clear service boundaries, async processing, and operational visibility. The result: a system that handles 100k+ users without the codebase itself becoming the risk.

100k+ users~2 months

β€œWilliam built the architecture that makes that possible. Modular, clean, AWS-native, and designed with our actual product needs in mind.”

Matt Cornelius, CPO & Co-Founder, Luma Learn

Who you're working with

A senior engineer, not a process.

William has delivered across 15+ ventures β€” AI platforms, maritime systems, global education tools, and fast-moving startups. The through-line is the same: spec-driven delivery, AI-augmented execution, and a direct working relationship with every client. No layers. You work with William.

William Warne

Founder and Software Developer

β€œWorking with Zebra Labs was brilliant. Honestly, Will went way beyond what I expected in terms of speed, clarity, and quality. Communication was seamless β€” no bloated threads, just straightforward and actionable conversations that kept things moving quickly. It genuinely felt like a partnership, not a typical agency-client dynamic. Can't recommend Zebra Labs enough!”

WorkWeek

WorkWeek

Not ready to commit yet?

Start building before you decide.

Set up your project workspace β€” use our guides and processes to structure your requirements and build your software, with the option to request assistance where needed.

Get started for free β†’

No commitment. No call required.

Tell us about your project

Submit your brief and book your initial call. We review every enquiry and look forward to the conversation.