Case Study: AI in Healthcare
A med-tech startup validated diagnostic boundaries and reduced misaligned outputs prior to trial deployments.
HealthcareComplianceRisk
Robotics & Safety Protocols
A robotics lab simulated emergency triggers and verified safe fallback behaviors across edge conditions.
RoboticsSafetySimulation
Founder Insight
What it takes to ship pragmatic guardrails—notes on policy engines, telemetry, and incident reviews.
ProductCultureRoadmap
Education & Training
Universities integrated Custos into AI ethics curricula to demonstrate real-time oversight patterns.
AcademiaTeachingWorkshops
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We highlight honest lessons from real deployments—wins and failures.