CISO Tribune

Vendor comparison · 2 companies

Enkrypt AI vs WitnessAI

Enkrypt AI sells an AI security platform with products for red teaming agents, enforcing runtime guardrails, turning policy into controls, auditing AI data, and scanning and gating MCP tool traffic. WitnessAI sells an AI security and governance platform that brings humans and agents under one platform. CISO Tribune files both under AI firewalls and guardrails and 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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  • Enkrypt AI
  • WitnessAI
Enkrypt AI vs WitnessAI: Products, Customers and Funding Compared
Enkrypt AIEnkrypt AI sells an AI security platform with products for red teaming agents, enforcing runtime guardrails, turning policy into controls, auditing AI data, and scanning and gating MCP tool traffic.enkryptai.comWitnessAIWitnessAI sells an AI security and governance platform that brings humans and agents under one platform.witness.ai
What it sells
  • AI Data Risk Audit[1][6]Produces a sign-off packet for Security and Legal on the data an AI system uses.
  • MCP Gateway[1][4][8]Open-source control plane that sits inline between agents and MCP servers.
  • 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
Brighton, United StatesMountain View, United States[4]
Founded
2022[2]2023[3]
Ownership and funding
Privately held[1][7]Privately 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
From its own pages, Enkrypt AI sells mainly to teams shipping customer-facing chat or voice agents in regulated industries such as Finance, Healthcare, Insurance, and Government. Its pricing describes plans for startups launching AI, small teams, growing companies with multiple agents, and large enterprises in regulated industries needing VPC or on-prem deployment. Enkrypt AI states that its release packet is meant to give Security, Legal, and Product what they need to approve an agent. Teams adopting MCP are named as a stated audience for its MCP products.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
November 9, 2026November 2, 2026

Where they overlap

  • Enkrypt AI and WitnessAI are both filed under AI firewalls and guardrails and AI governance.
  • Both are headquartered in the United States.
  • Both are privately held.

Where they differ, field by field

  • Enkrypt AI's primary category is AI model and agent security; WitnessAI's is Workforce AI usage security.
  • Enkrypt AI lists AI Data Risk Audit and MCP Gateway. WitnessAI lists Observe, Control and Protect.
  • Enkrypt AI is headquartered in Brighton, United States. WitnessAI is headquartered in Mountain View, United States.
  • Enkrypt AI was founded in 2022. WitnessAI was founded in 2023.

What it sells: Enkrypt AI

What AI Data Risk Audit does[1][6]
Enkrypt AI Data Risk Audit evaluates the datasets a customer brings for a specific AI system and intended use. Intended uses include TRAIN, RAG, and EVAL. Enkrypt AI Data Risk Audit works across text, audio and images, in multiple languages. It is re-run when datasets or connectors change.
What MCP Gateway does[1][4][8]
MCP Gateway approves, modifies, or blocks tool calls. MCP Gateway runs as a sidecar or gateway in the tool path. Enkrypt AI adds enterprise capabilities such as centralized policy management, tenant-aware enforcement, reporting, and support.

Questions about Enkrypt AI and WitnessAI

What do Enkrypt AI and WitnessAI sell?
Enkrypt AI sells AI Data Risk Audit and MCP Gateway. WitnessAI sells Observe, Control and Protect.
Are Enkrypt AI and WitnessAI in the same category?
They share AI firewalls and guardrails and AI governance. Enkrypt AI's primary category is AI model and agent security and WitnessAI's is Workforce AI usage security.
Where are Enkrypt AI and WitnessAI headquartered?
Enkrypt AI is headquartered in Brighton, United States. WitnessAI is headquartered in Mountain View, United States.
When were Enkrypt AI and WitnessAI founded?
Enkrypt AI was founded in 2022. WitnessAI was founded in 2023.
Who owns Enkrypt AI and WitnessAI?
Enkrypt AI is privately held. WitnessAI is privately held.
Who are Enkrypt AI and WitnessAI sold to?
From its own pages, Enkrypt AI sells mainly to teams shipping customer-facing chat or voice agents in regulated industries such as Finance, Healthcare, Insurance, and Government. From its own pages, the company sells mainly to enterprises, saying they need security and governance that extends from humans to agents.

About Enkrypt AI

Enkrypt AI sells an AI security platform with products for red teaming agents, enforcing runtime guardrails, turning policy into controls, auditing AI data, and scanning and gating MCP tool traffic. Enkrypt AI describes the platform as purpose-built to cover every threat, regulation, and modality.

Enkrypt AI Red Teaming finds failure modes across text, audio, and vision, including agents, tools, RAG, and MCP. Enkrypt AI Red Teaming turns findings into prioritized fixes and evidence-ready reports for security, risk, and compliance. Enkrypt AI Red Teaming adds closure evidence and regression tests to a CI gate. Findings can be promoted into Guardrails policies and monitored in production.[3]

Enkrypt AI Guardrails is the runtime layer that approves, modifies, or blocks risky behavior across agents, tools, RAG, and MCP. Every enforcement decision is logged, and Enkrypt AI says each decision includes a policy id, policy version, and reason code. Enkrypt AI Guardrails takes SSO and IAM claims for role-aware and tenant-aware policies, including Okta, Azure AD, and custom JWT claims. Enkrypt AI Guardrails can apply guardrails inline in the MCP Gateway, not just in the model prompt. Enkrypt AI Guardrails is API-first and works with an existing model stack.[4]

Enkrypt AI Policy Engine converts natural-language AI governance policy and regulatory text, including PDFs, into controls. Enkrypt AI Policy Engine enforces those controls across the platform with traceability that can be audited. Controls are reviewed and approved, then published to dev, stage, and prod environments. Policies are versioned, with diff review, staged rollouts, and rollback. Enkrypt AI Policy Engine combines internal governance requirements with external standards into a single control model. OWASP, NIST, and EU AI Act are included as defaults.[5]

Enkrypt AI Data Risk Audit produces a sign-off packet for Security and Legal covering what data an AI system uses, what risk it carries, and what is approved for AI. Enkrypt AI Data Risk Audit evaluates the datasets a customer brings for a specific AI system and intended use. Intended uses include TRAIN, RAG, and EVAL. Enkrypt AI Data Risk Audit can block a dataset for TRAIN and approve it for RAG with conditions. Enkrypt AI Data Risk Audit works across text, audio and images, in multiple languages. Enkrypt AI Data Risk Audit connects to Jira and ServiceNow for remediation and approvals, and is re-run when datasets or connectors change.[6]

Enkrypt AI MCP Scanner discovers tools, analyzes capabilities and permissions, and surfaces high-risk exposure. MCP Scanner covers configuration, permissions, tool schemas, endpoints, and common vulnerability patterns on MCP servers and tool surfaces. MCP Scanner scans internal MCP servers during development and before rollout, not just public MCPs. MCP Scanner scores severity on exploitability and impact, and on exposure. MCP Gateway is open source and sits inline between agents and MCP servers to approve, modify, or block tool calls. Enkrypt AI adds enterprise capabilities to MCP Gateway such as centralized policy management, tenant-aware enforcement, reporting, and support. MCP Gateway runs as a sidecar or gateway in the tool path, in Kubernetes, edge, or service mesh patterns. MCP Scanner findings inform an approved registry and policy defaults, and MCP Gateway enforces those decisions at runtime.[8]

Enkrypt AI says its customer-facing agents offering targets teams shipping customer-facing chat or voice agents in regulated industries such as Finance, Healthcare, Insurance, and Government. Enkrypt AI produces an Agent Release Packet, a single, forwardable document that gives every stakeholder the evidence they need to approve an agent. Enkrypt AI says teams that used to spend 4 to 6 months in review loops ship in 30 days. Enkrypt AI describes a large insurance services provider that used Enkrypt AI to secure its customer-facing AI-powered Chatbot app. Enkrypt AI describes a financial organization that scaled its tax preparation services through an AI-enabled tax chatbot. Enkrypt AI describes a medical device company that wanted to deploy an AI app for personalized medicine adherence. NetApp partnered with Enkrypt AI to ensure data readiness for Gen AI and to remove data risks on its platform.[9][10]

Enkrypt AI lists SOC 2 Type II and ISO 27001 among its security and compliance credentials. Its address is 1660 Soldiers Field Rd. Brighton, MA 02135.[11]

Enkrypt AI on the record

Sources

Enkrypt AI full record

  1. [1]Enkrypt AI | World's Most Comprehensive AI Security PlatformEnkrypt AI · undated page, accessed September 27, 2026 · Tier A
  2. [2]MultimodalaisecurityEnkrypt AI · enkryptai.com · undated page, accessed September 27, 2026 · Tier A
  3. [3]Enkrypt AI Agent Red TeamingEnkrypt AI · undated page, accessed November 6, 2026 · Tier A
  4. [4]Enkrypt AI Agent Guardrails | Secure AI Agents EffortlesslyEnkrypt AI · undated page, accessed November 6, 2026 · Tier A
  5. [5]Enkrypt AI Agent Policy Engine | Secure & Control AI Agents EffortlesslyEnkrypt AI · undated page, accessed November 6, 2026 · Tier A
  6. [6]Enkrypt AI Data Risk Audit | Secure Your AI Data NowEnkrypt AI · undated page, accessed November 6, 2026 · Tier A
  7. [7]Enkrypt AI MCP Scanner: Advanced AI Threat Detection & SecurityEnkrypt AI · undated page, accessed November 6, 2026 · Tier A
  8. [8]Enkrypt AI MCP Gateway | Inline Policy Control for MCP Tool TrafficEnkrypt AI · undated page, accessed November 6, 2026 · Tier A
  9. [9]Secure Customer-Facing Agents | Enkrypt AI Compliance & ReleaseEnkrypt AI · undated page, accessed November 6, 2026 · Tier A
  10. [10]Industry | Enkrypt AIEnkrypt AI · undated page, accessed November 6, 2026 · Tier A
  11. [11]Pricing | Enkrypt AIEnkrypt AI · undated page, accessed November 6, 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

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