Shortlist by what you need
Start here if you know why you are leaving Holistic AI.
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ModelOpMost similar to Holistic AI in what it does, its category and its price.
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BigIDRated 4.4 out of 5 in our review, against 4.1 for Holistic AI.
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At a glance
Green means better than Holistic AI, red means worse. Prices are starting prices per month.
| Tool | Our rating | Starts at | Free plan | Best for | Compare |
|---|---|---|---|---|---|
| 4.1 | Not listed | No | Enterprise platform for inventorying AI systems, assessing risk and enforcing policy. | ||
| 4.1Same | Not listed | No | Governance platform for tracking, controlling and reporting on enterprise AI models. | vs Holistic AI | |
| 4.4+0.3 | Not listed | No | Finds and classifies sensitive data across cloud, on-premise and AI systems. | vs Holistic AI | |
| 4.1Same | Not listed | No | AI guardrails, now part of F5, protecting generative AI applications in production. | vs Holistic AI | |
| 3.9−0.2 | Not listed | No | Enterprise AI governance platform covering AI inventory, risk assessment and compliance across 38+ regulations | vs Holistic AI | |
| 3.5−0.6 | Not listed | No | A self-hosted, zero-trust control plane for enterprise AI agents - deploy, govern, and observe agents across OpenAI, Anthropic, and MCP with 4x lower total cost than compliance alternatives. | vs Holistic AI | |
| 4.1Same | Not listed | No | Model risk governance for banks, extended to cover what autonomous agents are allowed to do. | vs Holistic AI | |
| 3.7−0.4 | Not listed | No | Agentic AI risk-intelligence platform for identity, threat and vendor-risk monitoring, built for defense, law enforcement and regulated industries. | vs Holistic AI | |
| 4.4+0.3 | Not listed | No | Data security platform covering sensitive data discovery, permissions and AI risk | vs Holistic AI |
The alternatives in detail
In order of how closely each one matches Holistic AI.

ModelOp
4.1Not listed
vs Holistic AISame
Governance platform for tracking, controlling and reporting on enterprise AI models.
- Inventory of models in production
- Ownership and accountability tracking
- Performance and drift monitoring
Attacks inventory, which is the prerequisite for any control
Pricing page returns a 404 and sales is demo-led

BigID
4.4Not listed
vs Holistic AI+0.3
Finds and classifies sensitive data across cloud, on-premise and AI systems.
- Sensitive data discovery and classification
- Data security posture management
- Governance for data inside AI systems
Covers AI systems alongside conventional data stores
Pricing is not published

CalypsoAI
4.1Not listed
vs Holistic AISame
AI guardrails, now part of F5, protecting generative AI applications in production.
- Runtime guardrails between the model and the user
- Protection against prompt injection and data leakage
- Policy enforcement across cloud deployments
Backed by an established security vendor rather than a startup
Enterprise procurement through F5 rather than self-serve

Adeptiv AI – AI Governance Product
3.9Not listed
vs Holistic AI−0.2
Enterprise AI governance platform covering AI inventory, risk assessment and compliance across 38+ regulations.
- Auto-discovery and inventory of AI systems across an organisation
- Gap-analysis risk assessment for each registered AI system
- Compliance mapping against 38+ global AI regulations with audit-ready reports
Covers the full governance lifecycle rather than a single compliance checkpoint
No published pricing; evaluation starts with a demo booking

Prediction Guard
3.5Not listed
vs Holistic AI−0.6
A self-hosted, zero-trust control plane for enterprise AI agents - deploy, govern, and observe agents across OpenAI, Anthropic, and MCP with 4x lower total cost than compliance alternatives.
- Self-hosted, zero-trust control plane for enterprise AI agents
- OpenAI, Anthropic, and MCP-compatible interfaces
- Works with LangChain, CrewAI, and other agent frameworks
On-premises deployment gives real sovereign control, not just a dashboard
Pricing isn't published - enterprise sales-driven

ValidMind
4.1Not listed
vs Holistic AISame
Model risk governance for banks, extended to cover what autonomous agents are allowed to do.
- Model testing, documentation and validation
- Agent Authority for autonomous agent oversight
- Risk tiering across the AI portfolio
Extends established model risk practice to agents that act
No published pricing

Babel Street
3.7Not listed
vs Holistic AI−0.4
Agentic AI risk-intelligence platform for identity, threat and vendor-risk monitoring, built for defense, law enforcement and regulated industries.
- AI agents that monitor identities, threats and vendor risk in real time
- An AI-native investigation experience alongside broader analytics
- Entity matching, semantic search and relationship mapping modules
Founded in 2009, with a long track record in the intelligence and risk sector
No public pricing, headquarters or named customers on the pages reviewed

Varonis
4.4Not listed
vs Holistic AI+0.3
Data security platform covering sensitive data discovery, permissions and AI risk.
- Sensitive data discovery across cloud and on-premises stores
- Permission mapping and least-privilege remediation
- Detection of abnormal data access behaviour
Addresses the permissions exposure AI assistants surface
Deployment across a large estate is a substantial project
FAQ
Questions people ask
Is Holistic AI free?
Holistic AI does not list a free plan. Check its pricing page for current plans.
How did you pick these alternatives?
We match tools on what they do, their category and their price, using the details in our directory. Ratings come from our reviews and reader reviews.
