Blog

SR&ED Case Study: Machine Learning Model Optimization
Background A company’s predictive maintenance model ran accurately in the cloud but needed to run on low-power edge devices with

SR&ED Case Study: Computer Vision Under Real-World Conditions
Background A manufacturer’s quality-inspection system used a computer vision model trained and validated under controlled lighting on a single product

SR&ED Case Study: Generative AI Development
Background A software company wanted to use a generative model to produce technical documentation drafts from structured engineering data, but

SR&ED Case Study: AI Fraud Detection
Background A payments company’s existing rules-based fraud system was missing new fraud patterns while generating too many false declines on

Can AI Development Qualify for SR&ED?
AI and machine learning development is one of the most active areas of SR&ED claims in Canada — and one

SR&ED Case Study: When Laboratory Research Becomes Experimental Development
Background A contract testing laboratory ran standard analytical tests for industrial clients using validated, published methods. A client asked whether