ActualyzeAI came out of stealth just days before this conversation. Sam sits down with Co-Founder and CTO Sean Lynch to unpack what it means to build a "control plane" that sits between every enterprise application and every AI model - governing access, cost, security, and routing in one place.

Topics covered:

• What a control plane for enterprise AI actually does, and why it requires zero code changes to adopt
• Aggregating inference across OpenAI, Anthropic, Google Bedrock, and self-hosted/on-premises models into a single endpoint
• "Virtual models" — purpose-built model configurations that route requests based on task type (coding, reasoning, agentic work)
• Guardrails: automatic detection and redaction of PII, PHI, API keys, and other sensitive data in the inference stream
• Financial op ...