CISO Tribune

Vendor comparison · 2 companies

Reco vs TrustArc

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. TrustArc sells data privacy management software and privacy consulting services. 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.

Change the companies

Up to four companies side by side.

  • Reco
  • TrustArc
Reco vs TrustArc: Products, Customers and Funding Compared
RecoReco 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.aiTrustArcTrustArc sells data privacy management software and privacy consulting services.trustarc.com
What it sells
  • 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.
  • PrivacyCentral[3][5]PrivacyCentral automates privacy compliance management using pre-defined controls mapped to privacy and security laws.
  • Trust Center[3][6]Trust Center is a no-code hub for privacy, security, legal and compliance documents, disclosures and policies.
  • Program Builder[1][3]Program Builder guides users to a prioritized, expert-built privacy program plan.
Categories
Headquarters
Not stated on its pagesSan Francisco Bay Area, United States[2]
Founded
Not stated on its pagesNot 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
  • 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]
  • December 18, 2025TrustArc announced the general availability of Arc, an evolution of its platform for managing privacy compliance.[9]
G2 and Gartner Peer Insights
  • G2: listed, seen November 10, 2026[4]
  • Gartner Peer Insights: Not stated on its pages
  • G2: listed, seen October 29, 2026[4]
  • Gartner Peer Insights: Not stated on its pages
Who it fits
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.From its own pages, TrustArc sells mainly to privacy, legal and compliance teams that need to meet global privacy regulations. TrustArc describes under-resourced internal legal teams, privacy offices and lone privacy officers as customers for its consulting. Its customer quotes come from roles such as chief compliance officer and data protection officer.
Last verified
October 7, 2026November 2, 2026

Where they overlap

  • Reco and TrustArc are both filed under AI governance.

Where they differ, field by field

  • Reco's primary category is AI model and agent security; TrustArc's is Privacy management.
  • Reco is also filed under SaaS security posture and Non-human identity security.
  • Reco lists Reco Platform, Agent Runtime, Agent Security, Agent Governance, Application Discovery and 1 more. TrustArc lists PrivacyCentral, Trust Center and Program Builder.
  • TrustArc is headquartered in San Francisco Bay Area, United States.
  • Reco is privately held.

What it sells: TrustArc

What PrivacyCentral does[3][5]
PrivacyCentral has over 20,000 pre-defined controls mapped across 140+ privacy and security laws and standards. It uses a controls-based framework and AI-powered functionality to identify compliance gaps and track progress. It connects compliance tasks to Jira and ticketing systems. It includes drag-and-drop dashboards for tracking KPIs.
What Trust Center does[3][6]
Teams can publish policies, sub-processor disclosures and terms of service in Trust Center. Sensitive files such as SOC2 reports can be kept behind permissions. Confirmed subscriptions sync to Consent & Preference Manager.
What Program Builder does[1][3]
Program Builder guides users to a prioritized, expert-built plan mapped to the Nymity framework. It is meant for standing up a new privacy program or maturing an existing one.

Questions about Reco and TrustArc

What do Reco and TrustArc sell?
Reco sells Reco Platform, Agent Runtime, Agent Security, Agent Governance, Application Discovery and 1 more. TrustArc sells PrivacyCentral, Trust Center and Program Builder.
Are Reco and TrustArc in the same category?
They share AI governance. Reco's primary category is AI model and agent security and TrustArc's is Privacy management.
Where are Reco and TrustArc headquartered?
TrustArc is headquartered in San Francisco Bay Area, United States.
Who owns Reco and TrustArc?
Reco is privately held.
Who are Reco and TrustArc sold to?
From its own pages, Reco describes the Reco Platform as giving security teams visibility into their entire third-party ecosystem. From its own pages, TrustArc sells mainly to privacy, legal and compliance teams that need to meet global privacy regulations.
What have Reco and TrustArc announced recently?
September 29, 2026: Reco said it raised $55 million, building on the $30 million Series B it announced in February. December 18, 2025: TrustArc announced the general availability of Arc, an evolution of its platform for managing privacy compliance.

About Reco

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. Reco says each agent brings connections to apps, to permissions and to other agents. The Reco Graph is a continuously updated knowledge graph that captures the full context of an organisation's third-party ecosystem. Reco shows who is acting across an ecosystem, including human users, service accounts, and AI agents. Reco shows how apps connect to each other and where data moves across the stack.[1][5][6]

Reco presents one live map of an entire third-party ecosystem: every agent, every app, every connection between them. Teams act on what the Reco Graph shows: they scope permissions, revoke stale access, and give every agent an owner and a lifecycle. Reco secures every prompt, action, and event in real time.[5][6]

Reco discovers and controls agents operating across an ecosystem, from Claude to Agentforce to custom agents. Reco automatically discovers agents across Copilot, ChatGPT, Claude, Agentforce, Make, n8n, and custom integrations. Reco maps agent identities, data permissions, SaaS-to-SaaS connections, and OAuth scopes in one unified view. Reco surfaces agents with excessive permissions, exposed credentials, or high-risk vendor connections for action. Teams can sanction approved agents, block unauthorized ones, and enforce least-privilege policies across the enterprise ecosystem. Teams can revoke excessive permissions, disable unauthorized agents, or trigger automated workflows through existing security tools. New agents are discovered automatically the moment they appear.[1][5][7]

Reco alerts on injection and jailbreak attempts as they happen, scored using the context the Reco Graph has about the agent behind them. Reco catches sensitive data on its way into models and agents, where it is classified, redacted, or blocked in real time. Reco applies policies to block, warn, redact, allow, or log every agent, tool, and action, based on a customer's own policies or the hundreds of out-of-the-box policies from Reco. Reco monitors and secures personal accounts and non-SSO AI apps, with copy-paste and file-upload guardrails applied by user, group, or device. When an agent goes rogue, Reco stops it with one action, without touching the network or the apps around it. Reco enforces through app-native hooks and endpoint controls, using either the customer's gateway or the gateway from Reco.[8][12]

Reco discovers and maps all agents, apps, shadow AI, shadow SaaS, and SaaS-to-SaaS tools, including their users, data, and toxic combinations. Reco maps every identity, minimizes every privilege, and maintains zero-trust access across all integrated agents and applications. Reco monitors accounts, permissions, and access patterns 24/7 without manual reviews. Reco uses AI-powered Identity Context Agent monitoring so that accounts stay secure and access privileges stay at a minimum. Identity Context Agent automatically analyzes user behavior patterns and provides business context for every identity decision in real time. The posture monitoring covers managed, shadow, AI-powered, and third-party apps. Reco automatically maps findings to SOC 2, ISO 27001, NIST, and 20+ other standards. For compliance monitoring, Reco maps findings to SOC 2, ISO 27001, GDPR, HIPAA, and other standards. Reco connects compliance findings to existing security tools for remediation workflows. Reco identifies and mitigates data exposure risks across an agent and app ecosystem.[7][9][10][11][13]

Generative AI Discovery is the automated process of identifying all GenAI applications and AI agents in use across an environment. Reco discovers every AI tool, agent, and copilot across an environment, even personal ChatGPT usage. Reco governs AI features embedded within existing SaaS applications, from Salesforce Einstein to Microsoft Copilot. Reco automatically classifies AI tools by risk level, data access, and business impact. Reco detects when employees use personal ChatGPT or Claude accounts for work. Reco monitors AI tool usage through web browsers and extensions. Reco tracks AI usage on mobile devices accessing corporate data. Reco maps what data flows to AI systems and which GenAI tools have access to sensitive information.[12][13]

Reco Library connects to hundreds of apps out of the box, from Slack to Salesforce. Reco connects to 290+ agents and apps, identifies embedded agents, and governs autonomous tools. New apps are detected and integrated automatically through always-on discovery. Reco offers agent-ready MCP support, API-first architecture, and an AI-enabled UI. Reco offers AI-powered agents that work 24/7 to detect, analyze, and remediate threats without human intervention across a SaaS ecosystem. Reco is SOC2 and GDPR compliant and ISO 27001 certified.[1][2][5][6][7][14][15]

Reco on the record

Sources

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

TrustArc full record

  1. [1]trustarc.comTrustArc · trustarc.com · undated page, accessed September 27, 2026 · Tier A
  2. [2]Trustarc launches arc the ai powered privacy management platform built for modern teams 302646062TrustArc via PR Newswire · prnewswire.com · published December 18, 2025 · Tier A
  3. [3]Data Privacy Management Software & Solutions | TrustArcTrustArc · undated page, accessed October 29, 2026 · Tier A
  4. [4]TrustArc Reviews 2026: Details, Pricing, & FeaturesG2 · undated page, accessed October 29, 2026 · Tier C
  5. [5]Automated Data Privacy Compliance ManagementTrustArc · undated page, accessed November 4, 2026 · Tier A
  6. [6]Unified Trust Center | TrustArcTrustArc · undated page, accessed November 4, 2026 · Tier A
  7. [7]Data Privacy Program Consulting & Resources | TrustArcTrustArc · undated page, accessed November 4, 2026 · Tier A
  8. [8]Data Subject Request FormTrustArc · undated page, accessed November 4, 2026 · Tier A
  9. [9]TrustArc Launches Arc: The AI-Powered Privacy Management Platform Built for Modern TeamsTrustArc · published December 18, 2025 · Tier A

Spot a factual error? Request a correction.