CISO Tribune

Vendor comparison · 2 companies

Holistic AI vs Reco

Holistic AI sells an enterprise AI governance platform that lets customers discover every model, agent and application, assess AI risk and enforce policies. Reco sells the Reco Platform, which gives security teams visibility into their entire third-party ecosystem so they can discover risks, prioritize what matters, and fix it. CISO Tribune files both under AI governance and AI model and agent security. 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
  • Reco
Holistic AI vs Reco: 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.comRecoReco sells the Reco Platform, which gives security teams visibility into their entire third-party ecosystem so they can discover risks, prioritize what matters, and fix it.reco.ai
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.
  • Reco Platform[1][5]A connected platform that combines agent runtime, agent security and agent governance with shared app and identity context.
  • Agent Runtime[1]Monitors agent activity and responds to threats as prompts and actions occur.
  • Agent Security[1]Discovers, assigns ownership to, and secures connected AI agents.
  • Agent Governance[1]Provides a view of an organization's agent ecosystem and lets teams govern it.
  • Application Discovery[9]Discovers applications in use and maps their connections.
  • Identity & Access GovernanceControls which identities can access which applications and data.
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]Privately held[4]
Named customers
Not stated on its pagesNot stated on its pages
Recent news
Not stated on its pages
  • September 29, 2026Reco said it raised $55 million, building on the $30 million Series B it announced in February.[16]
  • July 29, 2026Reco announced an expansion of AI Runtime in its platform, adding browser-based enforcement, real-time prompt analysis and blocking, and automated remediation.[3]
G2 and Gartner Peer Insights
  • G2: Not stated on its pages
  • Gartner Peer Insights: Not stated on its pages
  • G2: listed, seen November 10, 2026[4]
  • 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, Reco describes the Reco Platform as giving security teams visibility into their entire third-party ecosystem. Reco describes its security as built for the enterprise. On deployment, Reco supports enforcement through app-native hooks and endpoint controls, using either a customer's own gateway or the gateway from Reco.
Last verified
September 27, 2026October 7, 2026

Where they overlap

  • Holistic AI and Reco are both filed under AI governance and AI model and agent security.
  • Both are privately held.

Where they differ, field by field

  • Holistic AI's primary category is AI governance; Reco's is AI model and agent security.
  • Reco is also filed under SaaS security posture and Non-human identity security.
  • Holistic AI lists Sentinel Agents and Operative Agents. Reco lists Reco Platform, Agent Runtime, Agent Security, Agent Governance, Application Discovery and 1 more.
  • Holistic AI is headquartered in San Francisco, United States.
  • Holistic AI was founded in 2020.

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.

Questions about Holistic AI and Reco

What do Holistic AI and Reco sell?
Holistic AI sells Sentinel Agents and Operative Agents. Reco sells Reco Platform, Agent Runtime, Agent Security, Agent Governance, Application Discovery and 1 more.
Are Holistic AI and Reco in the same category?
They share AI governance and AI model and agent security. Holistic AI's primary category is AI governance and Reco's is AI model and agent security.
Where are Holistic AI and Reco headquartered?
Holistic AI is headquartered in San Francisco, United States.
When were Holistic AI and Reco founded?
Holistic AI was founded in 2020.
Who owns Holistic AI and Reco?
Holistic AI is privately held. Reco is privately held.
Who are Holistic AI and Reco 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, Reco describes the Reco Platform as giving security teams visibility into their entire third-party ecosystem.
What have Holistic AI and Reco announced recently?
September 29, 2026: Reco said it raised $55 million, building on the $30 million Series B it announced in February.

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

Reco full record

  1. [1]reco.aiReco · reco.ai · undated page, accessed October 7, 2026 · Tier A
  2. [2]NewsroomReco · reco.ai · undated page, accessed October 7, 2026 · Tier A
  3. [3]Reco enhances AI Runtime with browser-based AI security and automated remediationHelp Net Security · published July 29, 2026 · Tier B
  4. [4]Reco Reviews 2026: Details, Pricing, & Features | G2G2 · undated page, accessed October 31, 2026 · Tier C
  5. [5]Reco Platform: Secure Every App, Identity, and AI AgentReco · undated page, accessed November 10, 2026 · Tier A
  6. [6]AI Agent Security Platform | RecoReco · undated page, accessed November 10, 2026 · Tier A
  7. [7]AI Agent Security: Discover & Control Every AI AgentReco · undated page, accessed November 10, 2026 · Tier A
  8. [8]Reco AI Agent Runtime: Control Every Agent ActionReco · undated page, accessed November 10, 2026 · Tier A
  9. [9]AI-Powered Identity Access Governance | Secure SaaS at ScaleReco · undated page, accessed November 10, 2026 · Tier A
  10. [10]SaaS Security Posture Management – Continuous SSPM+ CoverageReco · undated page, accessed November 10, 2026 · Tier A
  11. [11]Continuous SaaS Compliance Monitoring & Coverage | RecoReco · undated page, accessed November 10, 2026 · Tier A
  12. [12]AI Governance & Security for SaaS ComplianceReco · undated page, accessed November 10, 2026 · Tier A
  13. [13]Generative AI Discovery for Shadow Tools, Agents & Data RisksReco · undated page, accessed November 10, 2026 · Tier A
  14. [14]SaaS App Factory™: Secure AI Agents & SaaS AppsReco · undated page, accessed November 10, 2026 · Tier A
  15. [15]SaaS Security Automation with AI AgentsReco · undated page, accessed November 10, 2026 · Tier A
  16. [16]Reco raises $55M as AI agent security startups crowd the market | TechCrunchTechCrunch · published September 29, 2026 · Tier B

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