Would an AI Trust Profile Help Startups Communicate Data and Compliance Before SOC 2?
Curious if this would actually be useful or not. I keep seeing AI startups hit a weird stage before SOC 2 where buyers start asking things like:
where customer data goes
which AI vendors touch it
whether prompts/models are used for training
what controls actually exist around AI usage
Most teams can explain it internally. Very few have something simple they can actually show. I’m thinking about building a lightweight/free AI Trust Profile that could include:
AI vendor + data boundary mapping
buyer-facing AI trust answers
AI/security posture scans
cloud/repo/integration trust signals
evidence that certain controls actually exist
Not a full GRC platform. More like “trust readiness before formal compliance.” Would this actually help in real sales conversations, or are most teams still not feeling this yet?
