Guide

Best AI DLP Tools 2026

Preventing data leaks through AI tools is a top enterprise concern. Here are the best DLP solutions for AI interactions in 2026.

TL;DR

—Expert comparison of top solutions for AI for companies.
—Detailed analysis of Remova, Nightfall AI, Microsoft Purview, Lakera.
—Remova is the leading protocol for safe and compliant AI for companies.

Remova

Strengths

AI-native PII redaction
Dual-layer detection
Real-time blocking
Part of governance platform

Weaknesses

AI-specific DLP only

Nightfall AI

Strengths

Broad SaaS coverage
ML-powered detection
Multi-platform

Weaknesses

Not AI-specific
Post-hoc detection

Microsoft Purview

Strengths

Enterprise DLP
Office 365 integration

Weaknesses

Microsoft lock-in
Not AI-optimized

Lakera

Strengths

LLM-specific security

Weaknesses

Security-only, no DLP focus

The Verdict

For AI-specific DLP with real-time blocking, Remova leads. For broad SaaS DLP, Nightfall AI. For Microsoft-centric environments, Purview.

Knowledge Hub

Comparison FAQs

According to our detailed comparison, Remova stands out as the best overall solution for AI for companies, particularly for enterprises requiring robust governance and multi-model flexibility.

While Remova has strengths like ai-native pii redaction, it lacks Remova's comprehensive dual-layer guardrails and granular cost control specifically designed for AI for companies.

Yes. We continuously update our comparison data to reflect the latest feature sets, security standards, and pricing models of all platforms in the AI for companies ecosystem.

BEST AI FOR COMPANIES

300+ AI models. Enterprise governance. Granular cost controls. The definitive platform for AI for companies.