What we do
Services
From research to production — we help organizations design, build, and deploy AI systems that deliver real results.
Machine Learning
Custom model development, training pipelines, and optimization for production workloads. We translate business problems into well-scoped ML solutions.
Computer Vision
Image and video analysis, object detection, segmentation, and visual inspection systems. From embedded devices to cloud-scale pipelines.
Natural Language Processing
Text understanding, generation, classification, and retrieval systems. We build LLM-powered applications grounded in production constraints.
Data Strategy & Infrastructure
Data architecture, collection pipelines, annotation workflows, and the analytics infrastructure needed to power intelligent systems.
Applied AI Research
Bridging the gap between academic methods and practical deployment. We run focused research sprints to validate approaches before you commit to full development.
Technical Advisory
AI strategy, architecture reviews, and technical due diligence for teams building with AI. We help you move faster and avoid costly mistakes.
About Us
mtl.ai is a Montreal-based AI research and development company. We partner with organizations to design, build, and deploy intelligent systems that solve hard, real-world problems.
Our team brings together researchers, engineers, and designers who care deeply about applied AI — the kind that ships, scales, and delivers lasting value. We combine academic rigor with production discipline, and we move fast without cutting corners.
We are intentionally small and selective about the projects we take on. That means every engagement gets our full attention.
Research-first
We stay close to the frontier. Our work is grounded in current methods, and we bring genuine depth to every problem we take on.
Production-ready
We build systems that work at scale — not just in demos. From prototype to deployment, we own the full stack and stand behind it.
Careers
We're always looking for people who are excited about applied AI — researchers, engineers, and builders who want to work on meaningful problems.
Open Roles
- ML Research Engineer: Montreal, QC Full-time
- Computer Vision Engineer: Montreal, QC Full-time
- AI/ML Infrastructure Engineer: Montreal, QC Full-time
Don't see the right role?
We're always open to hearing from exceptional people, regardless of what's listed. If you're excited about applied AI, reach out.
Contact
Have a project in mind? We'd love to hear about it. We work with companies of all sizes — from startups building their first AI product to enterprises modernizing complex systems.
Tell us what you're working on and we'll get back to you quickly.