Holistic AI

What is Holistic AI?

Holistic AI is an enterprise AI governance platform for organizations that need to know which AI systems they run and whether those systems are safe and compliant. It connects to cloud, code and SaaS sources to build a living inventory of models, agents and applications, including unsanctioned shadow AI. From there it runs automated assessments for bias, robustness, privacy and transparency, and red teams agents for jailbreaks, prompt injection and hallucination. Compliance workflows map controls to the EU AI Act, NIST AI RMF, ISO 42001 and NYC Local Law 144, and record audit trails and on-demand reports. Its Guardian Agents add runtime oversight, with sentinels that monitor production behavior and operatives that limit tool access and spend. Holistic AI does not publish pricing, so buyers request a quote from the vendor, and the platform is also sold through the Microsoft Azure Marketplace.

Use cases

• Discover shadow AI across cloud and code
• Maintain a central AI system inventory
• Red team LLMs and agents before launch
• Test models for bias and robustness
• Map AI controls to EU AI Act and NIST AI RMF
• Monitor production AI for drift and leakage
• Generate audit evidence for regulators

Who it's for

• AI governance leads
• Risk and compliance teams
• Data and ML engineers
• InfoSec and vendor risk teams
• Enterprise business owners

Why use Holistic AI

• Replaces spreadsheet-based AI inventories and risk logs with a continuously updated registry.
• Testing, red teaming and compliance mapping live in one place, so evidence is linked to the system it covers.
• Runtime Guardian Agents extend governance past deployment, covering what agents say and what they are allowed to do.
• Read-only connectors mean discovery does not require installing agents on your systems.

Holistic AI features

• Shadow AI discovery across cloud, code and SaaS
• Centralized inventory of models, agents, datasets and endpoints
• Automated tests for bias, robustness, efficacy, privacy and transparency
• Agentic red teaming for jailbreak, toxicity and hallucination
• Framework assessments for EU AI Act, NIST AI RMF, ISO 42001 and NYC LL144
• Configurable sign-off workflows with remediation tracking
• Audit trails, version history and on-demand reports
• Sentinel Agents that watch production for prompt injection and data leakage
• Operative Agents that control tool calling, access and cost inline
• HAI Guardian SDK for inline enforcement

Holistic AI integrations

• AWS
• Azure
• GitHub
• Databricks
• Microsoft Azure Marketplace

How to get started with Holistic AI

1. Connect your cloud, code repositories and SaaS accounts through read-only integrations.
2. Let the platform discover AI systems and reconcile them into an inventory with owners and risk levels.
3. Run automated bias, robustness and red-team assessments on models, LLMs and agents.
4. Apply governance frameworks, assign controls and track remediation tasks with approvals.
5. Deploy Guardian Agents to monitor and enforce policy on live AI, and export audit evidence as needed.

Holistic AI limitations

• Pricing is not published, so a sales conversation is needed for a quote
• Aimed at enterprise governance programs rather than individual developers
• Sample dashboards on the site are illustrative, not live customer data

Holistic AI pricing

Holistic AI is sold on custom quotes, so its prices aren't published.

Prices can change and may vary by country or exclude tax. Check the official pricing page.

Holistic AI alternatives

The main Holistic AI alternatives listed on Debuly are Credo AI, Fiddler AI, DataRobot, Evidently AI, LeanCTX and PromptLayer. The table compares pricing and platforms; order is A–Z.

1. 

   Credo AI

   Enterprise AI governance platform for discovering AI systems, assessing risk, enforcing policy and producing compliance evidence.

   Developer platformsProductivityAutomation and agents
   Contact salesVisit Credo AI (official site)
2. 

   DataRobot

   Enterprise AI platform to build, deploy, monitor and govern predictive and generative AI models and agents, with a 30-day free trial.

   Developer platformsAutomation and agents
   Contact salesVisit DataRobot (official site)
3. 

   Evidently AI

   Open-source Python library and platform to evaluate, test and monitor LLM apps, RAG systems, agents and ML models.

   Developer platformsCodingAutomation and agents
   Open sourceVisit Evidently AI (official site)
4. 

   Fiddler AI

   Control plane for enterprise AI agents: observability, evaluations, inline guardrails and governance for agentic and predictive models.

   Developer platformsAutomation and agents
   FreemiumVisit Fiddler AI (official site)
5. 

   LeanCTX

   Open-source context gateway that trims what AI coding tools read, caches repeat reads and logs what each agent was given.

   Developer platformsCodingAutomation and agents
   FreemiumVisit LeanCTX (official site)
6. 

   PromptLayer

   Prompt management, evals and LLM observability so engineers and domain experts can ship prompt changes together.

   Developer platformsAutomation and agentsProductivity
   FreemiumVisit PromptLayer (official site)

Holistic AI FAQ

Sources & verification

Facts on this page come from the official sources below, each with the date we read it. Written by Debuly; the vendor did not review this page.

Image credits

• Logo: from cdn.prod.website-files.com · fetched 23 Oct 2026 · Vendor trademark, used only to identify the product; removed on request
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