CISO Tribune

Vendor comparison · 2 companies

Holistic AI vs Scrut Automation

Holistic AI sells an enterprise AI governance platform that lets customers discover every model, agent and application, assess AI risk and enforce policies. Scrut Automation sells a platform that brings compliance, risk and reporting together for every entity, with role-based access. CISO Tribune files both under AI governance. This page sets the two records side by side: what each sells, where it is based, who owns and funds it, the customers it names and its recent news, each fact numbered to its source.

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  • Holistic AI
  • Scrut Automation
Holistic AI vs Scrut Automation: Products, Customers and Funding Compared
Holistic AIHolistic AI sells an enterprise AI governance platform that lets customers discover every model, agent and application, assess AI risk and enforce policies.holisticai.comScrut AutomationScrut Automation sells a platform that brings compliance, risk and reporting together for every entity, with role-based access.scrut.io
What it sells
  • Sentinel Agents[4]Continuously monitor what a customer's AI says in production.
  • Operative Agents[4]Step in inline when risk crosses a defined threshold.
  • Scrut Platform[2][3][5][10]A platform that brings compliance, risk and reporting together for every entity, with role-based access.
  • Scrut Watchdog Agent[10]An agent deployed to monitor key security settings and sync device data.
  • Scrut MCP Server[2]A server for querying a compliance program from Claude, Cursor or any MCP client.
Categories
Headquarters
San Francisco, United States[2]Not stated on its pages
Founded
2020[3]Not stated on its pages
Ownership and funding
Privately held[4]Not stated on its pages
Named customers
Not stated on its pagesNot stated on its pages
Recent news
Not stated on its pagesNot stated on its pages
G2 and Gartner Peer Insights
  • G2: Not stated on its pages
  • Gartner Peer Insights: Not stated on its pages
  • G2: listed, seen November 14, 2026[14]
  • Gartner Peer Insights: Not stated on its pages
Who it fits
From its own pages, Holistic AI sells mainly to enterprises that deploy AI at scale, including LLMs, generative AI and agents. Its pages address teams responsible for AI risk, with Security, Legal and Boards named as the audiences for compliance proof. The platform connects to cloud, code and SaaS environments through read-only integrations.From its own pages, Scrut Automation sells a compliance platform built for startups. Scrut Automation pitches a scalable, risk-first security program to growing companies. Scrut Automation addresses enterprises with flexible solutions fitted to enterprise needs. Scrut Automation supports enterprises that manage compliance across multiple business units with custom workspaces. Scrut Teammates are described as built for lean teams handling a lot of data.
Last verified
September 27, 2026November 13, 2026

Where they overlap

  • Holistic AI and Scrut Automation are both filed under AI governance.

Where they differ, field by field

  • Holistic AI's primary category is AI governance; Scrut Automation's is Compliance automation.
  • Holistic AI is also filed under AI model and agent security. Scrut Automation is also filed under Third-party risk and security ratings and Identity governance and administration.
  • Holistic AI lists Sentinel Agents and Operative Agents. Scrut Automation lists Scrut Platform, Scrut Watchdog Agent and Scrut MCP Server.
  • Holistic AI is headquartered in San Francisco, United States.
  • Holistic AI was founded in 2020.
  • Holistic AI is privately held.

What it sells: Holistic AI

What Sentinel Agents does[4]
The platform page says Sentinel Agents continuously monitor what AI says in production. The risks named are prompt injection, jailbreaks, data leakage, hallucination and toxicity. The page says they work without interrupting workflows.
What Operative Agents does[4]
The platform page says that when risk crosses a defined threshold, Operative Agents step in inline. They govern which tools the AI calls, what it can access and how much it can spend, in real time.

What it sells: Scrut Automation

What Scrut Platform does[2][3][5][10]
The Scrut Platform supports SOC 2 Type 1 and Type 2 preparation with prebuilt controls and automated evidence gathering. The Scrut Platform integrates with cloud infrastructure, application stacks and security toolkits. The Scrut Platform lets customers create audit projects and get direct access to SOC 2 auditors. Workforce security training, onboarding and offboarding, and endpoint device compliance tracking run on the Scrut Platform.
What Scrut Watchdog Agent does[10]
Customers can deploy the Scrut Watchdog Agent or integrate MDM tools to monitor key security settings and sync device data in one place. Scrut gives real-time device compliance updates whether a customer uses external MDM tools or the Watchdog Agent.
What Scrut MCP Server does[2]
The Scrut MCP Server lets customers query their compliance program from Claude, Cursor or any MCP client. Customers can file evidence through the Scrut MCP Server without leaving their AI workspace. Readiness, staleness and coverage can be queried from Claude or Cursor via MCP.

Questions about Holistic AI and Scrut Automation

What do Holistic AI and Scrut Automation sell?
Holistic AI sells Sentinel Agents and Operative Agents. Scrut Automation sells Scrut Platform, Scrut Watchdog Agent and Scrut MCP Server.
Are Holistic AI and Scrut Automation in the same category?
They share AI governance. Holistic AI's primary category is AI governance and Scrut Automation's is Compliance automation.
Where are Holistic AI and Scrut Automation headquartered?
Holistic AI is headquartered in San Francisco, United States.
When were Holistic AI and Scrut Automation founded?
Holistic AI was founded in 2020.
Who owns Holistic AI and Scrut Automation?
Holistic AI is privately held.
Who are Holistic AI and Scrut Automation sold to?
From its own pages, Holistic AI sells mainly to enterprises that deploy AI at scale, including LLMs, generative AI and agents. From its own pages, Scrut Automation sells a compliance platform built for startups.

About Holistic AI

Holistic AI sells an enterprise AI governance platform that lets customers discover every model, agent and application, assess AI risk and enforce policies.[1]

Holistic AI describes the problem as AI shipping faster than it can be governed. Its home page says new AI agents, LLMs and vendor tools go live every week, while AI inventory, risk assessments and compliance evidence still live in spreadsheets. The page also says that without AI discovery, nobody holds a complete and current inventory of what is actually running.[1]

The platform is organised around three layers: Identify, Protect and Enforce. The platform page says Identify continuously discovers and inventories every model, agent, API and pipeline across cloud, code and vendors, including shadow AI. The same page says Protect assesses, tests and red teams every system, from static models to multi-agent workflows. Enforce turns governance policy into enforceable workflows, maps controls to regulations, and generates audit-ready evidence on demand.[1]

On the risk side, the home page says the platform runs red teaming for prompt injection and jailbreaks, and 40+ tests for bias, hallucination, privacy and robustness. Holistic AI also says it monitors drift and performance in production. For agentic systems, Agent Graph maps the relationships among agents, tools, tasks and data so organizations can assess the system as a whole.[1][7]

Sentinel Agents monitor what an AI says in production, and Operative Agents step in inline when risk crosses a defined threshold. The platform page says enforcement runs inline via the HAI Guardian SDK.

For deployment, Holistic AI says its integrations are read-only and need no agents to install.

Holistic AI also offers an independent audit under the Digital Services Act.[5]

Holistic AI began at University College London, where Dr Adriano Koshiyama and Dr Emre Kazim set out to solve the governance problem. Its stated mission is to empower enterprises to adopt and scale AI with confidence.[6]

The trust center also says Holistic AI does not use customer data to train models.[1][5][6][8][9]

Holistic AI on the record

Sources

Holistic AI full record

  1. [1]Holistic AI – The Leading AI Governance PlatformHolistic AI · undated page, accessed September 27, 2026 · Tier A
  2. [2]About Holistic AI- The Leading AI Governance PlatformHolistic AI · undated page, accessed September 27, 2026 · Tier A
  3. [3]Holistic AI Launches Open Source Library to Advance Responsible AIHolistic AI via Business Wire · businesswire.com · published October 22, 2024 · Tier A
  4. [4]An End to End AI Governance Platform - Holistic AIHolistic AI · undated page, accessed October 25, 2026 · Tier A
  5. [5]Digital Services Act ComplianceHolistic AI · undated page, accessed October 25, 2026 · Tier A
  6. [6]Seamless Integrations for Enterprise AI Governance - Holistic AIHolistic AI · undated page, accessed October 25, 2026 · Tier A
  7. [7]Holistic AI named a Challenger in the 2026 Gartner Magic Quadrant for AI Governance PlatformsHolistic AI · undated page, accessed November 5, 2026 · Tier A
  8. [8]Customer Success Stories | Holistic AIHolistic AI · undated page, accessed November 5, 2026 · Tier A
  9. [9]Trust Center - Holistic AIHolistic AI · undated page, accessed November 5, 2026 · Tier A

Scrut Automation full record

  1. [1]scrut.ioScrut Automation · scrut.io · undated page, accessed November 13, 2026 · Tier A
  2. [2]AI Compliance Automation Platform | Scrut AutomationScrut Automation · undated page, accessed November 14, 2026 · Tier A
  3. [3]Scrut Teammates: AI-powered Risk & Compliance | ScrutScrut Automation · undated page, accessed November 14, 2026 · Tier A
  4. [4]GRC Platform Purpose-Built for Security-First Teams | ScrutScrut Automation · undated page, accessed November 14, 2026 · Tier A
  5. [5]SOC 2 Compliance Automation Software | ScrutScrut Automation · undated page, accessed November 14, 2026 · Tier A
  6. [6]Cyber GRC Platform for Enterprises | ScrutScrut Automation · undated page, accessed November 14, 2026 · Tier A
  7. [7]Trust Center: Demonstrate Security Posture | ScrutScrut Automation · undated page, accessed November 14, 2026 · Tier A
  8. [8]Risk Management: Monitor Cyber Risk Proactively | ScrutScrut Automation · undated page, accessed November 14, 2026 · Tier A
  9. [9]Vendor Risk Management: Assess & Monitor Third Party Risk | ScrutScrut Automation · undated page, accessed November 14, 2026 · Tier A
  10. [10]Empower Employees: Security Training & Device Monitoring | ScrutScrut Automation · undated page, accessed November 14, 2026 · Tier A
  11. [11]DAST: Continuous, automated vulnerability management | ScrutScrut Automation · undated page, accessed November 14, 2026 · Tier A
  12. [12]Cyber GRC Platform for Startups | ScrutScrut Automation · undated page, accessed November 14, 2026 · Tier A
  13. [13]Cyber GRC Platform for Growth-Stage Companies | ScrutScrut Automation · undated page, accessed November 14, 2026 · Tier A
  14. [14]Scrut Automation Reviews 2026: Details, Pricing, & FeaturesG2 · undated page, accessed November 14, 2026 · Tier C

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