Best Modulos Alternatives — 10 Compared, With Free Tools (2026)

What is ModelOp?

ModelOp Center is an enterprise AI governance and MLOps/LLMOps platform giving large organizations a single system of record and control plane across every AI initiative, spanning generative AI and LLMs, traditional ML models, in-house builds, and third-party or embedded AI. It is built for ...

What is Modulos AI Governance Platform?

The Modulos AI Governance Platform integrates risk management, data science, and legal compliance to promote responsible innovation while ensuring adherence to industry standards. This comprehensive solution enables organizations to navigate the complexities of AI governance effectively, ...

What is Saidot?

Saidot manages AI risks, policies, models and controls through a connected knowledge graph, so a change in one component updates the governance position of everything linked to it. Its centralised inventory tracks agents, systems, models and datasets with automatic risk inheritance, and ...

What is Holistic AI?

Holistic AI covers AI governance end to end across three stages. Identify discovers AI systems across cloud platforms, code repositories and SaaS applications through more than 20 integrations including AWS, Azure, GitHub and Databricks. Protect runs over 40 specialised tests for bias, safety, ...

What is Credo AI?

Credo AI discovers, governs and monitors AI systems across an enterprise. Its AI Registry catalogues agents, applications, models and vendors including shadow AI, risk intelligence runs continuous assessment with controls built for agentic systems, and its policy engine translates written ...

What is Monitaur?

Monitaur is an AI governance platform for regulated industries, built around defining policy, managing compliance and automating model validation across the AI lifecycle. It covers drift and bias detection, stress testing, continuous monitoring and vendor governance for third-party AI, with ...

What is Zenity?

Zenity secures AI agents by inspecting decisions where context and intent meet, covering three attack surfaces: external adversarial manipulation, internal over-permissioning, and autonomous actions the agent takes on its own initiative. It provides an inventory of agents with ownership, access ...

What is Lakera?

Lakera provides runtime security for generative AI applications, blocking prompt injection, jailbreaks and data leakage as requests pass through. It supports more than 100 languages and multimodal inputs, applies central policy control without requiring code changes, and operates at sub-50ms ...

What is Trustible?

Trustible is an AI governance platform aimed at regulated enterprises, orchestrating use-case intake, risk and impact assessments, vendor evaluations and policy management through configurable audit-ready workflows. It maintains a centralised AI inventory with automated risk scoring and maps ...

What is Arize AI?

Arize AI is a revolutionary Machine Learning Observability Platform to quickly identify and address model and data issues. With a comprehensive analytics suite and no restrictions on model framework, platform, or environment, Arize ensures companies can monitor the performance of their products ...