Machine learning that works for your business.
We build, deploy, and maintain custom ML models for SMBs across New Zealand and Australia.
Most AI projects never make it to production. We change that.
46% of NZ organisations are stuck in the AI exploratory phase. Only 12% have scaled beyond a single department. We're the partner that takes you through the messy middle.
of NZ organisations are stuck in AI exploratory phase with no path to production.
AI Forum of New Zealand
of people would trust AI more with proper governance, standards, and human oversight.
KPMG / University of Melbourne
of NZ organisations have scaled AI beyond a single department.
AI Forum of New Zealand
What we do
Three ways we help your business with AI
Custom ML Models
We build classification, regression, and detection models tailored to your data and business problem. From fraud detection to demand forecasting.
AI Strategy & Consulting
Not sure where AI fits? We assess your data, identify high-impact opportunities, and build a roadmap — no jargon, no overselling.
Vertical AI Products
Pre-built, production-ready AI solutions for financial services and healthcare. Deployed in weeks, not months.
Case Study
Transaction Intelligence for a New Zealand Finance Company
We built custom ML models for transaction classification and intelligence, processing thousands of transactions and improving operational efficiency. The system integrates directly into existing workflows with ongoing model maintenance.
Our process
How we work
A proven approach to AI implementation that builds lasting capability within your organisation
Assess & Plan
AI Readiness & Strategy
We start by understanding your business — not selling you technology. Our AI readiness assessment audits your existing tech stack, data maturity, and team capability to build a realistic roadmap. No jargon. No overengineering. Just a clear, phased plan that matches your budget and ambition.
Pilot to Production
Build & Deploy
We don't just build prototypes and leave. Our team designs, develops, and deploys production-grade ML systems — from custom models and data pipelines to MLOps infrastructure that scales. We build solutions that work in the real world, not just in a demo.
Transfer & Grow
Knowledge Transfer & Support
We build your capability, not your dependency on us. Every engagement includes structured knowledge transfer — documentation, training, and handover — so your team can own and evolve the solution.
Why us
Why Gambit Labs
Research-grade expertise
PhD-level ML, published in top venues like IEEE, GECCO, and EvoStar. Not prompt engineering repackaged as AI consulting.
Built for SMBs
Enterprise AI firms charge $500K+. We deliver the same rigour at price points that make sense for growing businesses.
NZ/AU native
We understand local data privacy regulations, business culture, and market context. Your data stays in-region.
We ship, not just advise
Models deployed in production, not PowerPoint decks. Ongoing maintenance included.
Where we create impact
We specialise in finance and retail, with deep experience across industries where AI delivers measurable ROI.
Let's talk about what AI can do for your business.
Free 30-minute discovery call. No pitch deck, no pressure.