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Six leading AI platforms tested across 54 controlled trials on Canadian investment research. Not one engine returned a verified top performer in any category.
The operating-model view of what CIRO expects: what the firm has to do to approve and monitor what goes on the shelf, and what the documentation has to look like at both the firm and advisor level.
Despite $13.8B in generative AI investment, only 13% of organizations achieve meaningful value at scale. A technical examination of why general-purpose LLMs fail in enterprise deployments — and the architecture built to close the gap.
Three years after Client Focused Reforms took effect, regulators found "basic, serious gaps" in how firms handle KYC, KYP, and suitability. Many firms required corrective action.
Regulators are demanding unprecedented focus on investment suitability — but the process is almost entirely manual and can consume up to an hour per security. Here's how we built a solution.