Most organisations know they should be scanning the horizon for emerging risks… but the reality is different. Teams are busy, signals get missed, and when something finally becomes a problem, there’s rarely a clear audit trail showing the thinking behind decisions.
So I built something to fix that.
Using Salesforce’s Bring Your Own Model (BYOM) capability, I’ve created functionality that lets users scan any topic — a regulation, a news event, a geopolitical shift, a new technology — and instantly generate a structured risk assessment with a clear, reviewable audit trail.
It means:
- Emerging issues get analysed early
- Decisions are documented automatically
- Leaders can see why something was or wasn’t escalated
- Audit, compliance, and risk teams get traceability without extra admin
It’s a simple idea with a big impact:
If something is worth worrying about, the thinking has already been done — and the evidence is right there in Salesforce.
This is what practical, everyday AI in GRC should look like:
