ContextOps By CogniSwitch

Enterprise AI breaks in production - not because models are bad, but because context is unmanaged. ContextOps is the discipline of making AI systems deterministic, auditable, and provably compliant at the infrastructure level.
This channel breaks down what it actually takes to deploy AI in regulated industries — healthcare payers, life sciences, pharma, insurance - where "good enough" isn't good enough and every output needs an audit trail.
We cover: neuro-symbolic AI architectures, knowledge graphs in production, AI governance beyond checklists, healthcare payer operations (payment integrity, adjudication, prior auth), and the gap between benchmarks and deployment readiness.

Built by the team at CogniSwitch - the Trust Layer for Enterprise AI. Recognized by Gartner in Neuro-Symbolic AI for Healthcare Payers.