CISO Tribune

Vendor comparison · 2 companies

Cygrid vs WitnessAI

Cygrid sells a platform that finds shadow AI, over-scoped tokens and leftover admin rights across SaaS, checks every action by humans, service accounts and AI agents, and secures actions by applying customer policy. WitnessAI sells an AI security and governance platform that brings humans and agents under one platform. CISO Tribune files both under AI governance and AI firewalls and guardrails. 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.

  • Cygrid
  • WitnessAI
Cygrid vs WitnessAI: Products, Customers and Funding Compared
CygridCygrid sells a platform that finds shadow AI, over-scoped tokens and leftover admin rights across SaaS, checks every action by humans, service accounts and AI agents, and secures actions by applying customer policy.cygrid.ioWitnessAIWitnessAI sells an AI security and governance platform that brings humans and agents under one platform.witness.ai
What it sells
  • Identity Intelligence Graph[1][4]Holds humans, non-human identities, AI agents, tokens, MCP servers and resources in one graph.
  • MCP Gateway[3][8]Sits in the tool-call path and audits, allows, rewrites or blocks every agent tool call at runtime.
  • Observe[6][11]Finds and catalogs AI applications, agents and MCP servers, and visualizes AI conversations and agentic activity.
  • Control[1][5][6][7][10][11]Governs what AI agents and employees can do, routes prompts to models based on risk or purpose, and generates audit trails.
  • Protect[1][5][6][8][11]Applies runtime security controls and content guardrails intended to block prompt injection and jailbreak attempts and filter harmful responses.
Categories
Headquarters
Berlin, Germany[2]Mountain View, United States[4]
Founded
2026[2][3]2023[3]
Ownership and funding
Not stated on its pagesPrivately held[2][13]
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 10, 2026[13]
  • Gartner Peer Insights: Not stated on its pages
Who it fits
Finance teams whose AI agents work with ledger and bank data are among the audiences it addresses. Mid-sized retailers that run several stores are among the audiences it addresses. IT operations teams dealing with unused accounts, standing admin rights and forgotten tokens across SaaS are an audience, as are security and compliance teams that need evidence for NIS2, DORA and the EU AI Act.From its own pages, the company sells mainly to enterprises, saying they need security and governance that extends from humans to agents. It addresses employee use of AI, citing risks around sensitive data, compliance, and shadow AI. It also addresses AI agents, which it describes as connecting to tools, accessing data, and taking actions on behalf of employees.
Last verified
October 23, 2026November 2, 2026

Where they overlap

  • Cygrid and WitnessAI are both filed under AI governance and AI firewalls and guardrails.

Where they differ, field by field

  • Cygrid's primary category is Non-human identity security; WitnessAI's is Workforce AI usage security.
  • Cygrid is also filed under Identity threat detection and response.
  • Cygrid lists Identity Intelligence Graph and MCP Gateway. WitnessAI lists Observe, Control and Protect.
  • Cygrid is headquartered in Berlin, Germany. WitnessAI is headquartered in Mountain View, United States.
  • Cygrid was founded in 2026. WitnessAI was founded in 2023.
  • WitnessAI is privately held.

What it sells: Cygrid

What Identity Intelligence Graph does[1][4]
Cygrid models the action, meaning the permission actually in play, in full context. The graph models access as SaaS actions rather than roles, so risk can be compared across tools.

Questions about Cygrid and WitnessAI

What do Cygrid and WitnessAI sell?
Cygrid sells Identity Intelligence Graph and MCP Gateway. WitnessAI sells Observe, Control and Protect.
Are Cygrid and WitnessAI in the same category?
They share AI governance and AI firewalls and guardrails. Cygrid's primary category is Non-human identity security and WitnessAI's is Workforce AI usage security.
Where are Cygrid and WitnessAI headquartered?
Cygrid is headquartered in Berlin, Germany. WitnessAI is headquartered in Mountain View, United States.
When were Cygrid and WitnessAI founded?
Cygrid was founded in 2026. WitnessAI was founded in 2023.
Who owns Cygrid and WitnessAI?
WitnessAI is privately held.
Who are Cygrid and WitnessAI sold to?
Finance teams whose AI agents work with ledger and bank data are among the audiences it addresses. From its own pages, the company sells mainly to enterprises, saying they need security and governance that extends from humans to agents.

About Cygrid

Cygrid sells a platform that finds shadow AI, over-scoped tokens and leftover admin rights across SaaS, checks every action by humans, service accounts and AI agents, and secures actions by applying customer policy. Cygrid puts humans, service accounts, API connections and AI agents in one Identity Intelligence Graph. Cygrid connects identity, SaaS, cloud and AI sources into the Identity Intelligence Graph and secures every identity at three enforcement points: before first use, while access exists and at runtime. Cygrid offers one platform to discover, clean up, audit and secure access across SaaS.[1][4][5][6][9]

Cygrid models the action, meaning the permission actually in play, in full context. The graph records what each identity may do, what it actually does and on whose behalf, and policy rules and AI-driven analysis score the risk together. Cygrid discovers the AI agents, MCP servers and connected apps across SaaS, maps each one to the person it acts for, and records who approved what.[4][5][7]

The Cygrid MCP Gateway sits in the tool-call path and audits, allows, rewrites or blocks every agent tool call at runtime, decided by the same graph as every other enforcement point. Every MCP tool call is authenticated through the customer identity provider, tied to the person behind the agent and checked against policy down to the tool and parameter. In the MCP Gateway, credentials are issued just in time, and every call is logged. Cygrid keeps a registry of approved MCP servers with owner, provenance and version, and pauses a server whose tools change until it is re-reviewed. Cygrid verdicts include allow, downscope, block, revoke on approval or grant just in time, and each verdict is written to an immutable decision log. Cygrid issues a scoped credential at the moment of use and lets it expire. Cygrid removes standing admin and grants elevated access on request, for a limited time.[5][8][9][10][11]

Okta, Entra ID or Google Workspace can sync users, groups and offboarding to the MCP Gateway, so access follows the person. Cygrid ingests existing security tools as feeds and does not replace them. Cygrid connectors are read-only by default, with write access only for fixes the customer approves. On approval, Cygrid revokes risky access, orphaned accounts and dormant tokens at the source, blocks unapproved MCP servers and controls which identities AI agents use. Cygrid inventories every OAuth grant, API key, service account and AI app connection, and revokes the risky ones. Cygrid works with ChatGPT, Claude, Claude agents and more, plus any agent that connects through MCP or OAuth.[5][6][8][9][12]

In a finance example, an AI assistant on Drive can read, edit and share files while every delete is blocked. When an agent asks to export 100,000 records, Cygrid blocks the call or reduces it to the 500-record limit before it reaches the app. For e-commerce, Cygrid maps staff, apps and AI agents with access in every Shopify store and flags dormant admins and over-scoped app tokens. Cygrid grants temporary staff, agencies and freelancers time-limited access and removes it automatically when the work ends.[13][14]

Cygrid audits every identity and its access, enforces customer policies on every action, and generates evidence for NIS2, DORA and the EU AI Act from one live graph. Cygrid fills in a register of ICT third parties, including OAuth apps and AI agents, automatically from the graph. Cygrid finds shadow admins whose rights come through groups and never appear in the admin list of the platform, and shows the path from user to group to role. The Cygrid gateway inspects tool calls, not content, and its logs record each action and the person behind it, never prompts. Cygrid is ISO 27001 audited, has SOC 2 Type II in progress and has passed an external penetration test. Cygrid is hosted in Frankfurt across multiple availability zones.[1][4][7][8][12][13][14]

Cygrid on the record

Sources

Cygrid full record

  1. [1]cygrid.ioCygrid · cygrid.io · undated page, accessed October 23, 2026 · Tier A
  2. [2]AboutCygrid · cygrid.io · undated page, accessed October 23, 2026 · Tier A
  3. [3]Cygrid emerges from stealthCygrid · cygrid.io · published October 22, 2026 · Tier A
  4. [4]Identity Enforcement for AI-Driven Enterprises | CygridCygrid · undated page, accessed November 10, 2026 · Tier A
  5. [5]Identity Enforcement Platform | CygridCygrid · undated page, accessed November 10, 2026 · Tier A
  6. [6]Least Privilege Across Your SaaS | CygridCygrid · undated page, accessed November 10, 2026 · Tier A
  7. [7]Identity Intelligence Graph | CygridCygrid · undated page, accessed November 10, 2026 · Tier A
  8. [8]MCP Gateway for AI Agents | CygridCygrid · undated page, accessed November 10, 2026 · Tier A
  9. [9]Secure AI Agent Rollout for AI Teams | CygridCygrid · undated page, accessed November 10, 2026 · Tier A
  10. [10]Identity Enforcement Use Cases | CygridCygrid · undated page, accessed November 10, 2026 · Tier A
  11. [11]Integrations: Okta, Entra ID, SaaS & AI | CygridCygrid · undated page, accessed November 10, 2026 · Tier A
  12. [12]Identity Policy Enforcement & Compliance | CygridCygrid · undated page, accessed November 10, 2026 · Tier A
  13. [13]Identity Enforcement for Fintech & NIS2/DORA | CygridCygrid · undated page, accessed November 10, 2026 · Tier A
  14. [14]Identity Enforcement for E-commerce | CygridCygrid · undated page, accessed November 10, 2026 · Tier A

WitnessAI full record

  1. [1]Unified AI Security and Governance Platform | WitnessAIWitnessAI · undated page, accessed September 27, 2026 · Tier A
  2. [2]Witnessai raises 58 million for global expansion and announces new ways to secure ai agents 302659319WitnessAI via PR Newswire · prnewswire.com · published January 13, 2026 · Tier A
  3. [3]Witnessai launches with guardrails for aiDark Reading · darkreading.com · published May 21, 2024 · Tier B
  4. [4]WitnessaiAppSec Santa · appsecsanta.com · published April 3, 2026 · Tier C
  5. [5]Scaling AI Security with WitnessAI - WitnessAIWitnessAI · undated page, accessed November 10, 2026 · Tier A
  6. [6]AI Security Platform | Enterprise AI Governance | WitnessAIWitnessAI · undated page, accessed November 10, 2026 · Tier A
  7. [7]WitnessAI 2.0 Delivers New Regulatory Compliance Capabilities to Support Safe AI Adoption - WitnessAIWitnessAI · published April 30, 2025 · Tier A
  8. [8]Ensuring Compliance with the EU AI Act - WitnessAIWitnessAI · undated page, accessed November 10, 2026 · Tier A
  9. [9]WitnessAI Achieves SOC 2 Type II Compliance - WitnessAIWitnessAI · published October 21, 2025 · Tier A
  10. [10]WitnessAI Joins ServiceNow Control Tower Alliance - WitnessAIWitnessAI · undated page, accessed November 10, 2026 · Tier A
  11. [11]TENEX.AI and WitnessAI Partner to Deliver Managed Security and Compliance Services for Enterprise AI - WitnessAIWitnessAI · published June 17, 2025 · Tier A
  12. [12]How Security Leaders Prove ROI and Reduce Risk - WitnessAIWitnessAI · undated page, accessed November 10, 2026 · Tier A
  13. [13]WitnessAI Reviews 2026: Details, Pricing, & FeaturesG2 · undated page, accessed November 10, 2026 · Tier C

Spot a factual error? Request a correction.