Best TrustLab Alternatives & Competitors in 2026

FireTail Complete AI Audit Trail

Centralized audit trail logging for AI model usage to support compliance.

Cygeniq AI

AI security platform offering both Security for AI and AI for Security.

Nexos.ai

Unified AI platform with multi-LLM access, agents, governance, and DLP.

Calvin Risk Calvin Platform

AI governance & testing platform for ML models and LLMs in FinServ.

CBRX AI Security & Governance

AI security consulting for governance, compliance, and secure AI system design

CBRX AI Security & Governance Consulting

Consulting services for AI security, governance, and compliance implementation

Witness Control

AI security platform with guardrails, policy enforcement, and data redaction

Unified AI Control Plane

Unified platform for AI governance, security testing, and runtime protection

Cranium AI Governance Platform

AI governance platform for discovering, testing, and ensuring compliance of AI systems.

FireTail AI Governance

Centralized AI governance platform for monitoring and enforcing AI usage policies.

Adeptiv AI - AI Governance Platform

AI governance platform for AI risk assessment, compliance, and monitoring.

KonaSense

Platform governing human-to-AI interactions with policy enforcement & audit trails.

SUPERWISE Platform

AI governance platform for monitoring, controlling, and auditing AI models & agents

SolidCore

Governance platform for LLM-based apps with visibility and compliance monitoring

Liminal

Enterprise platform for secure multi-model generative AI deployment & governance

LangGuard AI Control Plane

AI control plane for governance, monitoring, and orchestration of AI agents

Zendata AI Governance & Data Privacy

AI risk signal platform for data privacy and governance across apps and pipelines.

Deepchecks LLM Evaluation

Enterprise LLM evaluation, monitoring & observability platform for AI in production.

PointGuard AI Discovery

Discovers, inventories, and governs AI assets across MLOps platforms.

Enkrypt AI Policy Engine

Converts AI governance policies and regulations into enforceable controls.

Witness AI for Compliance

AI compliance platform with automated controls and audit-ready logging

SurePath Platform

GenAI governance platform for visibility, risk mitigation, and safe adoption

SUPERWISE Platform Policies

Automated policy-based governance for AI model monitoring and alerting

Bonfy ACS Advanced Data Security

AI-era DLP with entity-aware content analysis across SaaS, email, and AI tools

AI Risk & Compliance Management

AI governance platform for risk assessment, compliance, and policy enforcement

Cranium Life Sciences AI Trust Hub

AI security & governance platform for life sciences orgs.

Scytale ISO 42001 Compliance Solution

All-in-one platform for achieving ISO 42001 AI compliance certification.

Lumia AI Usage Control

Network-based platform for visibility and policy enforcement over AI app usage.

Trust3 AI Platform

Unified data & AI governance platform with PBAC, policy automation & observability.

Zscaler SPLX AI Governance & Compliance

AI governance & compliance platform for policy alignment & risk monitoring

Archer AI Governance

AI governance platform for managing AI risks and regulatory compliance

RadarFirst Radar AI Risk

AI governance platform for risk assessment and regulatory compliance

Modulos AI Governance Platform

AI governance platform for managing AI system lifecycle and compliance

Modulos AI Governance Platform - Risk

AI governance platform for quantifying and managing AI risk exposure

AI Governance, Risk Management, and Compliance

AI governance, risk mgmt, and compliance platform for enterprise AI systems

Credo AI

AI governance platform for managing AI risk, compliance, and policy enforcement

AI Governance

AI governance platform for managing and monitoring AI/ML model lifecycle

Saidot AI Governance Platform

AI governance platform for risk mgmt, compliance, and EU AI Act requirements

FairNow

AI governance platform for compliance, risk mgmt, and AI system oversight.

AI Score

Centralized AI governance & risk management platform for enterprises.

PromptArmor Transparency Platform

AI transparency platform for vendors to document AI security posture for procurement.

First Recon AI Multi-Model AI Chat

Governed multi-AI provider workspace with DLP, firewall, and audit controls.

Golf Governance

MCP control plane for AI agent governance, audit, and policy enforcement.

Keyboard.dev

Secure AI governance control plane for enterprise AI tool access mgmt.

Ovalix Public AI Apps Security

Platform securing public & third-party AI app usage via shadow AI discovery & DLP.

Pangea AI Detection & Response (AIDR)

AI security platform for detecting threats and governing LLM usage across orgs.

Willow AI Governance Gateway

AI governance gateway with RBAC, shadow AI discovery, and SIEM audit logging.