AI Agents and the Non‑Human Identity Crisis: How to Deploy AI More Securely at Scale
May 27, 2025
Artificial Intelligence / Cloud Identity
Artificial intelligence is driving a massive shift in enterprise productivity, from GitHub Copilot's code completions to chatbots that mine internal knowledge bases for instant answers. Each new agent must authenticate to other services, quietly swelling the population of non‑human identities (NHIs) across corporate clouds. That population is already overwhelming the enterprise: many companies now juggle at least 45 machine identities for every human user . Service accounts, CI/CD bots, containers, and AI agents all need secrets, most commonly in the form of API keys, tokens, or certificates, to connect securely to other systems to do their work. GitGuardian's State of Secrets Sprawl 2025 report reveals the cost of this sprawl: over 23.7 million secrets surfaced on public GitHub in 2024 alone. And instead of making the situation better, repositories with Copilot enabled the leak of secrets 40 percent more often . NHIs Are Not People Unlike human beings logging into systems, ...