CISO Tribune

Vendor comparison · 2 companies

Levo.ai vs Mend.io

Levo.ai sells a security platform for APIs and AI assets, covering discovery, visibility and protection for API driven systems. Mend.io sells enterprise AI security and application security software, and secures the full chain from open source dependencies and AI models to container images. CISO Tribune files both under 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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  • Levo.ai
  • Mend.io
Levo.ai vs Mend.io: Products, Customers and Funding Compared
Levo.aiLevo.ai sells a security platform for APIs and AI assets, covering discovery, visibility and protection for API driven systems.levo.aiMend.ioMend.io sells enterprise AI security and application security software, and secures the full chain from open source dependencies and AI models to container images.mend.io
What it sells
  • AI Firewall[4][6]A security and compliance layer for in-house AI applications.
  • Runtime AI Visibility[7]A kernel level, eBPF powered view of the AI control plane.
  • MCP Discovery[4][8]Discovers MCP servers across laptops, prototypes, production environments and third-party services.
  • API Inventory[4][8]Surfaces how each API behaves, where it exists and what it exposes.
  • Mend AI[1][3][4]Secures the AI layer with component discovery, system prompt hardening, automated red teaming, and in-app runtime guardrails.
  • Mend Renovate[1][2][4][5]Creates and manages pull requests automatically across a codebase.
  • Mend SCA[2][4]Protects repositories and CI/CD pipelines from malicious code packages and exploitable vulnerabilities.
  • Mend SAST[4]Included in Mend AppSec and feeds reachability-aware intelligence into agentic development tools.
  • DAST[1][4]An expansion option for Mend AppSec.
  • API Security[1][4]An expansion option for Mend AppSec.
Categories
Headquarters
San Francisco, United StatesNot stated on its pages
Founded
Not stated on its pagesNot stated on its pages
Ownership and funding
Not stated on its pagesNot 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 10, 2026[12]
  • Gartner Peer Insights: Not stated on its pages
Who it fits
Its named customers span North America and India and include large enterprises, fintechs and institutions. For fintech teams, Levo.ai describes security for AI systems used in fraud detection, onboarding, underwriting and payments. Levo.ai says it supports companies at all stages and offers cloud-native, hybrid and air-gapped deployment models.Mend.io states that it enables developers and security professionals to write secure code and utilize secure components. Mend.io directs its SBOM and AI-BOM output to security and compliance teams. Mend AI is sold as an add-on to Mend AppSec or as a standalone product.
Last verified
November 9, 2026November 4, 2026

Where they overlap

  • Levo.ai and Mend.io are both filed under AI model and agent security.

Where they differ, field by field

  • Levo.ai's primary category is API security; Mend.io's is Software composition analysis.
  • Mend.io is also filed under Static application security testing and Dynamic application security testing.
  • Levo.ai lists AI Firewall, Runtime AI Visibility, MCP Discovery and API Inventory. Mend.io lists Mend AI, Mend Renovate, Mend SCA, Mend SAST, DAST and 1 more.
  • Levo.ai is headquartered in San Francisco, United States.

What it sells: Levo.ai

What AI Firewall does[4][6]
Levo gives visibility into AI transactions across prompts, agents, tool calls, API calls and downstream actions. Levo applies AI-aware data protection inline to prevent sensitive data from being exposed through prompts or responses. Levo enforces boundaries on what agents can do, which tools they can call and what parameters they can pass, inline and in real time.
What Runtime AI Visibility does[7]
Runtime AI Visibility covers agents, MCP servers, LLMs and AI applications. Levo auto discovers external and internal LLMs, agents, MCP servers, AI apps, gateways, embeddings and vector stores. Levo maps who authorized an action versus who executed it and surfaces token scopes and auth states.
What MCP Discovery does[4][8]
Levo continuously discovers MCP servers and integrates with MDM and endpoint agents to build an inventory that includes location, owner and context. Each server is enriched with ownership, environment context and usage signals, then assigned a risk score. MCP Discovery deploys via existing MDM and endpoint agents, requiring no proxies or rewrites.
What API Inventory does[4][8]
Levo's API Inventory surfaces how each API behaves, where it exists and what it exposes. Levo autonomously inventories internal, partner, third-party, shadow and zombie API endpoints. Levo maps how sensitive data flows through the APIs it discovers.

What it sells: Mend.io

What Mend AI does[1][3][4]
Mend AI includes AI red teaming to simulate threats like prompt injection and data exfiltration. Mend AI gives visibility into AI components in a codebase, with automated red teaming and runtime guardrails that enforce policy in production. Mend AI can be purchased as an add-on to Mend AppSec or as a standalone product.
What Mend Renovate does[1][2][4][5]
Mend Renovate Enterprise automates open-source dependency updates and provides Merge Confidence ratings and workflows. Mend Renovate Enterprise is a component of Mend AppSec and can be purchased as a standalone product.
What Mend SCA does[2][4]
Mend SCA detects malicious packages, including protestware and packages designed to steal data or inject malicious code. Mend SCA supports policy enforcement to stop that risk earlier in development. Mend SCA is included in Mend AppSec.
What Mend SAST does[4]
Mend SAST is included in Mend AppSec. Mend SAST and Mend SCA feed reachability-aware intelligence into agentic development tools.
What DAST does[1][4]
DAST is an add-on or expansion option for Mend AppSec. Mend AppSec can be expanded with Mend AI Premium, DAST, API Security, and EOL (End of Life) Support for open source projects.
What API Security does[1][4]
API Security is an add-on or expansion option for Mend AppSec. Mend AppSec can be expanded with Mend AI Premium, DAST, API Security, and EOL (End of Life) Support for open source projects.

Questions about Levo.ai and Mend.io

What do Levo.ai and Mend.io sell?
Levo.ai sells AI Firewall, Runtime AI Visibility, MCP Discovery and API Inventory. Mend.io sells Mend AI, Mend Renovate, Mend SCA, Mend SAST, DAST and 1 more.
Are Levo.ai and Mend.io in the same category?
They share AI model and agent security. Levo.ai's primary category is API security and Mend.io's is Software composition analysis.
Where are Levo.ai and Mend.io headquartered?
Levo.ai is headquartered in San Francisco, United States.
Who are Levo.ai and Mend.io sold to?
Its named customers span North America and India and include large enterprises, fintechs and institutions. Mend.io states that it enables developers and security professionals to write secure code and utilize secure components.

About Levo.ai

Levo.ai sells a security platform for APIs and AI assets, covering discovery, visibility and protection for API driven systems. Levo discovers and inventories APIs, AI agents, MCP servers, LLMs and vector stores through eBPF-powered runtime visibility. Levo captures auth scopes, identities and data flows across APIs and AI assets. Levo dynamically tests agents, LLMs, MCP servers and APIs for prompt injection, tool abuse, collusion and misconfigurations. Levo tracks drift, anomalies and policy violations across agents, LLM sessions, MCP orchestration and API calls. Levo enforces protection inline across APIs, agents, MCP servers and LLMs.[1][2][9]

Levo says that as enterprises adopted agents, LLMs, MCP servers and autonomous toolchains, traditional edge controls could not see or explain their behavior. Levo describes the resulting risk surface as machine-to-machine calls, prompt injection, data leakage and privilege misuse. Levo applies kernel level visibility, passive observability and dynamic security testing. Levo ties vulnerabilities in APIs, agents, MCP servers and LLMs to real traffic traces. Levo detects PHI, PII and secrets inside API payloads, AI prompts, embeddings and vector queries without sending them to the cloud.

Levo's AI Firewall is a security and compliance layer for in-house AI applications. Levo gives visibility into AI transactions across prompts, agents, tool calls, API calls and downstream actions. Levo applies AI-aware data protection inline to prevent sensitive data from being exposed through prompts or responses. Levo controls can redact, mask, block or route events to workflows based on risk and business context. Levo enforces boundaries on what agents can do, which tools they can call and what parameters they can pass, inline and in real time. Levo prevents sensitive system prompts and internal instructions from leaving the environment.[6]

Runtime AI Visibility is Levo's kernel level, eBPF powered view of the AI control plane, covering agents, MCP servers, LLMs and AI applications. Levo auto discovers external and internal LLMs, agents, MCP servers, AI apps, gateways, embeddings and vector stores, building a continuous AI bill of materials with ownership and lineage. Levo traces prompts, responses, tokens and downstream API calls across agents, MCP servers and LLMs. Levo maps who authorized an action versus who executed it, attributes non-human identities, and surfaces token scopes and auth states. Levo produces immutable, queryable trails of who acted, what data moved, where it went and under which policy. Levo covers LLMs, MCP servers, agents, AI apps and LLM apps across hybrid and multi cloud footprints.[7]

Levo continuously discovers MCP servers across developer laptops, prototypes, production environments and third-party services. Levo integrates with MDM and endpoint agents to build a living inventory that includes location, owner and context. Levo builds a single enterprise repository of MCP servers across in-house deployments and third-party sources. MCP Discovery deploys via existing MDM and endpoint agents, requiring no proxies or rewrites. When a server exhibits dangerous patterns, Levo can block those actions selectively while letting the rest of the workflow continue. Levo tests MCP servers the way they are actually used, including real authentication states, real tool paths and custom payloads. Levo continuously tests newly discovered servers and re-tests as posture changes.[8][9]

Levo's API Inventory surfaces how each API behaves, where it exists and what it exposes. Levo autonomously inventories every API across the stack, including internal, partner, third-party, shadow and zombie endpoints. Levo auto-discovers internal, partner and third-party APIs across environments and maps how sensitive data flows through them. Levo auto-classifies PII, PHI, PCI and other regulated data in motion. Levo auto-generates and executes runtime-aware, exploit-focused test payloads across APIs without manual configuration from customer teams. Levo integrates into CI/CD pipelines, not just post-release audits.[8][10]

Levo supports cloud-native, hybrid and air-gapped deployment models, including single VM setups and multi-year contracts. Levo charges based on the number of API endpoints it secures, not on arbitrary usage metrics or traffic. Levo supports companies at all stages, from 1K to 100K+ endpoints.[11]

Levo.ai closed its first set of customers across North America and India, including Square and AngelOne. Institutions such as the Insurance Information Bureau of India adopted the Levo.ai platform, along with Axis Finance, Axis Bank and Five9. Levo.ai says fintechs are infusing AI into fraud, onboarding, lending and payments, yet most systems run without guardrails. Levo secures AI systems that power fraud detection, onboarding, underwriting, payments, agent automation and customer experience. Levo simulates adversarial prompts, fraud attacks, agent exploits, threshold probing and data manipulation on staging environments.[3][8][12]

Levo.ai on the record

Sources

Levo.ai full record

  1. [1]Levo.ai Launches Unified AI Security Platform to Secure AI from Shift Left to RuntimeLevo.ai via Business Wire · businesswire.com · published October 15, 2025 · Tier A
  2. [2]levo.aiLevo.ai · levo.ai · undated page, accessed September 27, 2026 · Tier A
  3. [3]Privacy policyLevo.ai · levo.ai · undated page, accessed September 27, 2026 · Tier A
  4. [4]Levo.ai | Trusted API Security & AI Security PlatformLevo.ai · undated page, accessed October 28, 2026 · Tier A
  5. [5]About Levo.ai | From Trusted API Security Leader to AI Security PioneerLevo.ai · undated page, accessed November 10, 2026 · Tier A
  6. [6]AI Firewall to secure custom AI end to end | LevoLevo.ai · undated page, accessed November 10, 2026 · Tier A
  7. [7]Runtime AI Visibility | Levo Security PlatformLevo.ai · undated page, accessed November 10, 2026 · Tier A
  8. [8]Automated MCP Discovery for MCP Security | LevoLevo.ai · undated page, accessed November 10, 2026 · Tier A
  9. [9]MCP Security Testing for Safe MCP Server Adoption | LevoLevo.ai · undated page, accessed November 10, 2026 · Tier A
  10. [10]Continuous API Compliance for GRC and Privacy Leaders: HIPAA, PCI, GDPR evidence automationLevo.ai · undated page, accessed November 10, 2026 · Tier A
  11. [11]Levo.ai Pricing | Flexible Plans for Trusted API Security and AI SecurityLevo.ai · undated page, accessed November 10, 2026 · Tier A
  12. [12]Runtime AI Security for Fintech | Levo.aiLevo.ai · undated page, accessed November 10, 2026 · Tier A

Mend.io full record

  1. [1]mend.ioMend.io · mend.io · undated page, accessed November 4, 2026 · Tier A
  2. [2]Software Supply Chain Security | Mend.ioMend.io · undated page, accessed November 10, 2026 · Tier A
  3. [3]Mend.io | Application Security and AI Security, UnifiedMend.io · undated page, accessed November 10, 2026 · Tier A
  4. [4]Mend.io Pricing: AppSec, AI Security, and RenovateMend.io · undated page, accessed November 10, 2026 · Tier A
  5. [5]Find Your Integration - MendMend.io · undated page, accessed November 10, 2026 · Tier A
  6. [6]The Dependencies SBOM Report | Mend AppSec Guide | Mend.io DocumentationMend.io Documentation · undated page, accessed November 10, 2026 · Tier A
  7. [7]Getting Started with Mend API 3.0 | Mend AppSec Guide | Mend.io DocumentationMend.io Documentation · undated page, accessed November 10, 2026 · Tier A
  8. [8]Manage Service Users in the Mend Platform | Mend AppSec Guide | Mend.io DocumentationMend.io Documentation · undated page, accessed November 10, 2026 · Tier A
  9. [9]Authenticate your login for the Mend CLI | Mend AppSec Guide | Mend.io DocumentationMend.io Documentation · undated page, accessed November 10, 2026 · Tier A
  10. [10]Mend.io: Trust and Compliance - Secure Data ProtectionMend.io · undated page, accessed November 10, 2026 · Tier A
  11. [11]About Mend.io: Securing Code and AI TogetherMend.io · undated page, accessed November 10, 2026 · Tier A
  12. [12]Mend.io Reviews 2026: Details, Pricing, & FeaturesG2 · undated page, accessed November 10, 2026 · Tier C

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