Top 58 Best Polygraf AI Alternatives & Competitors (2026)

In 2026, Polygraf AI alternatives are gaining traction among enterprises seeking robust AI security solutions. Polygraf AI inspects and controls every AI interaction before data leaks, serving as an enterprise AI security and governance layer that inspects AI interactions, enforces compliance, redacts sensitive data, and detects threats across apps, APIs, and LLMs. Users often explore options due to factors like pricing structures, needs for broader collaboration features, platform limitations, or concerns over vendor lock-in.