Blog

Background A SaaS platform’s database architecture, designed for a single-region deployment, began experiencing intermittent data consistency errors as the company

SaaS companies are among the most frequent SR&ED claimants in Canada — and among the most likely to under-claim, because

Background A company’s predictive maintenance model ran accurately in the cloud but needed to run on low-power edge devices with

Background A manufacturer’s quality-inspection system used a computer vision model trained and validated under controlled lighting on a single product

Background A software company wanted to use a generative model to produce technical documentation drafts from structured engineering data, but

Background A payments company’s existing rules-based fraud system was missing new fraud patterns while generating too many false declines on