Frame the challenge
Outcomes, data, technical constraints and success criteria.
Montréal · North America & Europe
AI engineered for the real world.
We design custom AI solutions for engineering, aerospace, pharma, finance and scientific R&D—from strategy to production.
Built forComplex environments
ApproachScientific rigor
DeliveryPrototype to production
ReachBilingual · Global
What we build
From intelligence to impact.
We combine machine learning, scientific expertise and software engineering to solve challenges generic platforms cannot.
Every engagement is anchored to a concrete outcome: accelerate a simulation, detect an anomaly, automate a decision or make technical knowledge usable.
01
Custom AI solutions
Predictive systems, vision, NLP and agents built around your workflows.
View capabilities ↗ 02AI for science
Data-driven discovery, surrogate models and scientific analytics.
Explore science ↗ 03AI for simulation
Fast emulators, digital twins and complex parameter optimization.
Accelerate simulation ↗ 04Intelligent automation
Document flows, quality control and assisted decisions integrated with your systems.
See automation ↗ 05Strategy & governance
Use-case portfolio, architecture, security and adoption roadmap.
Shape your roadmap ↗ 06Professional training
Premium programs for executives, engineers, researchers and domain teams.
View programs ↗Industry depth
Designed for your constraints.
Industrial AI demands domain knowledge, imperfect-data fluency and decisions that remain traceable.
01
Engineering & technical consulting
Generative design, knowledge retrieval and engineering copilots.
↗ 02Aerospace & suppliers
MRO, quality, predictive maintenance and document compliance.
↗ 03Pharma & life sciences
Development, imaging, operations and regulatory intelligence.
↗ 04Finance & insurance
Risk, fraud, analytical automation and decision support.
↗ 05Industry, energy & cleantech
Asset health, quality, forecasting and process optimization.
↗Scientific AI
Accelerate discovery and simulation.
We create models that learn from experiments and simulations to explore faster, reduce compute cost and guide the next R&D decision.
Surrogate modelsDigital twinsInverse designScientific imagingMaterials discovery
Explore AI for Science ↗How we work
A clear path to value.
A rigorous, transparent process matched to your organization’s maturity.
Prove the value
Focused prototype, scientific validation and scale decision.
Engineer for production
Architecture, integration, software quality and security.
Measure and improve
Monitoring, adoption, governance and continuous improvement.
Your next advantage
Turn a complex challenge into a dependable AI system.
Start with a focused conversation about your context, data and desired outcome.
Talk to AI Kernel ↗