Selected Work
Enterprise AI work at LockedIn Labs.
Sam M. Sweilem leads LockedIn Labs, connecting AI strategy with practical engineering, governed workflows, and platform modernization.
Enterprise AI implementationArchitecture, engineering, and production controls for AI systems that teams can operate and maintain.
Platform modernizationUnderstanding existing behavior and dependencies before changing the systems that support critical work.
Accountable deliveryClear acceptance criteria, evidence, recovery procedures, and handover throughout the engineering lifecycle.
Sam's field notes examine the operating decisions behind this work, including enterprise-managed authorization, failure-recovery drills, incident response, and data residency.