Vector Institute

Vector Institute combines AI research with engineering and adoption support for enterprises, startups and public-sector organizations. Its public catalogue separates applied research, bootcamp examples and reusable tools, including agent-trace evaluation and forecasting work. A concrete industrial example is Linamar's June-September 2025 maintenance-assistant project, which combined manual search and work-order integration over a 12-week bootcamp. Vector reports 70% test accuracy and retained Linamar IP; the case-study body describes a working prototype and further refinement despite the production-ready headline. This offers evidence of practical capability building, not assurance for an arbitrary safety-critical workflow. A prospective partner should define evaluation data, human review, integration constraints and participation terms before adopting a similar approach.