20+ years on the leading edge of AI
Applied AI for the real world — built, secured, and proven.
Waterloo Analytics turns frontier AI and machine learning into defensible, production-grade systems for high-stakes domains: advanced manufacturing, defence, finance, and life sciences. We are the rare firm that both builds the technology and judges it, bringing 20+ years of founder-level experience to investor-grade technical due diligence on AI.
20+ years in deep tech, from defence avionics to video networking to applied AI
Founder of a networking company acquired by Cisco
20+ technology patents
Work across manufacturing, defence, finance & life sciences
Our edge
Five capabilities, matched to what high-stakes AI actually demands
End to end
From strategy to a system running in production
We work end to end: strategy and use-case selection, model and agent engineering, secure deployment, and the governance that keeps it all accountable. Our method is deliberately unglamorous: define the business metric, map the workflow, build with guardrails and evaluation, deploy into your stack, then measure and expand. Our mission is simple: build solutions that let clients exploit the value locked in their organization’s data.
Consulting & strategy
AI strategy, use-case identification, ethics & governance, education & training.
Explore consulting →Development
LLM, machine learning, deep learning, data analytics, IoT & mobile, and cloud development.
Explore development →Model engineering
Building, training, and fine-tuning SLMs, MLMs, and LLMs for on-premise or cloud execution.
Explore model engineering →Industries we know deeply
For investors, acquirers & their counsel
Before you acquire, invest in, or take an AI company public — know what the pitch deck won’t tell you
Is the IP actually defensible, or does an open-source licence quietly compromise it? Is the data owned and clean, or a liability? Is the “AI” a real, scalable model, or a thin wrapper that won’t survive scale? Our technical due diligence assesses IP, data provenance, model and architecture risk, scalability, team, commercialization, and regulatory exposure, so capital decisions rest on engineering reality, not narrative. It is conducted by a founder who has been on every side of the deal: building the technology, raising the capital, and returning value to investors.
Explore AI due diligenceProof, not promises
Applied AI, shipped into the physical world
Our work runs in production across regulated, high-stakes domains, from advanced-manufacturing quality and uptime to defence-grade sensing, financial analytics, and intelligent networking. That includes a co-funded advanced-manufacturing program delivered through Scale AI, Canada’s AI-powered supply-chains innovation cluster.
See our workLeadership
Two decades of turning hard technology into real value
Waterloo Analytics is led by a founder whose career runs from real-time defence avionics through digital video networking (a company acquired by Cisco) to today’s applied AI and machine learning. Twenty-plus years, 20+ technology patents, and a track record of building deep technology, raising capital, and returning value to investors. That record is why our due-diligence judgement is credible and our builds reach production. Waterloo Analytics is based in Kitchener, Ontario, in the Waterloo Region, Canada’s Technology Triangle.
Meet the founderWork with us
Bring us your hardest AI problem.
Whether you’re building, securing, or evaluating AI, or weighing a deal that hinges on it, we’ll give you a straight technical answer.
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