Leadership & field notes
Sam M. Sweilem
Founder and Chief Executive Officer, LockedIn Labs
Building enterprise AI around the people, systems and decisions it has to serve.
Sam's work spans enterprise AI strategy, product engineering, governance and platform modernization. These field notes examine how operating teams can connect technical evidence to accountable decisions.
On the operating side of AI
A useful AI system should make a team better at understanding what is happening, deciding what to do and checking the result. HELM by LockedIn Labs puts that operating discipline at the center of its platform: connected evidence, visible agent work and explicit decision authority.
This page covers Sam's writing for HELM by LockedIn Labs. His complete professional profile, selected work and approved media assets are maintained on sweilem.ai.
Field notes by Sam M. Sweilem
- The enterprise AI control plane: make authority visibleAn AI control plane should connect each agent run to its purpose, evidence, permissions, decision owner and measured result. Start with one consequential workflow and prove those connections before extending autonomy across the enterprise.4 min read
- Connect network health to the customer conversationTrace a customer journey through its queue, application, network dependencies and AI assistance. Correlate signals within a shared time window, show the evidence behind each hypothesis, and verify the effect on the customer before calling an incident resolved.4 min read