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Recent data reveals a concerning trend: over 60% of organizations have hardcoded secrets scattered across their MLOps pipelines or private GitHub repositories. This phenomenon, often called secret sprawl , poses serious risks to security and operational integrity. In private equity (PE) due diligence, secret sprawl is a major red flag. It signals weak access control management and suggests that the autonomy of the business may actually be a liability. This post explores what

The Rise of the Ghost Workforce (And Why It’s Breaking Your Security) We have spent decades perfecting the art of managing Human Identities. We have onboarding rituals, background checks, MFA tokens, and "leaver" processes. We treat a human employee like a high-risk asset. But behind the scenes, a Ghost Workforce of Non-Human Identities (NHIs)—service accounts, API keys, tokens, and AI agents—has flourished. The core difference is one of "Visibility vs. Velocity": Human Ident