CISO Tribune

Vendor comparison · 2 companies

Apiiro vs Socure

Apiiro offers Guardian Agent, which protects coding agents, prevents risk and AutoFixes backlogs, powered by the Apiiro Context Graph. Socure sells an identity and risk platform designed to make risk decisions in real time across the user journey. 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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  • Apiiro
  • Socure
Apiiro vs Socure: Products, Customers and Funding Compared
ApiiroApiiro offers Guardian Agent, which protects coding agents, prevents risk and AutoFixes backlogs, powered by the Apiiro Context Graph.apiiro.comSocureSocure sells an identity and risk platform designed to make risk decisions in real time across the user journey.socure.com
What it sells
  • AI-SAST[9]Static analysis that uses context from the customer's software graph and business risk to detect vulnerabilities.
  • AI-SCA[10]Open source security that moves from CVE matching to risk validation and fix.
  • RiskOS[1][4][15]RiskOS is used to build a risk stack that covers fraud, compliance and trust.
  • Sigma First-Party Fraud[7]Sigma First-Party Fraud is used with cross-institution intelligence to expose hidden risk and stop abuse.
  • Socure Verify[1][8]Socure Verify automates the customer onboarding process.
  • Predictive DocV[1][9]Predictive DocV combines patented fake ID detection, biometric verification and Level 2 liveness.
  • Digital Intelligence[1][10]Digital Intelligence binds an identity with associated devices, online behavior and historical consumer interactions.
  • Global Watchlist Screening with Monitoring[13]Global Watchlist Screening with Monitoring uses AI and machine learning for matching and compliance processes.
Categories
Headquarters
Not stated on its pagesNot stated on its pages
Founded
Not stated on its pagesNot stated on its pages
Ownership and funding
Not stated on its pagesPrivately held[14][18]
Named customers
Not stated on its pagesNot stated on its pages
Recent news
Not stated on its pages
  • August 11, 2026Socure was named to the 2026 Inc. 5000 list of fastest growing private companies for the fifth consecutive year.[14]
  • June 25, 2026Socure appointed Mark Carter as its Chief Information Security Officer.[17]
  • May 7, 2026Socure appointed Chung-Man Tam as Chief Product Officer and Pablo Abreu as its first Chief AI and Innovation Officer.[16]
  • February 3, 2026Socure launched SocureGov RiskOS, a government-focused identity and fraud platform that is now FedRAMP Moderate authorized.[15]
G2 and Gartner Peer Insights
  • G2: listed, seen November 10, 2026[15]
  • Gartner Peer Insights: Not stated on its pages
  • G2: listed, seen November 10, 2026[18]
  • Gartner Peer Insights: Not stated on its pages
Who it fits
From its own pages, Apiiro presents Guardian Agent as delivering outcomes for CISOs and CTOs. In our reading, the Apiiro Context Graph is aimed at application security, development and compliance teams working alongside coding agents. Apiiro gives maintainers free AutoFix.From its own pages, Socure sells to customers whose problems range from workforce to prediction markets. Socure's cross-industry consortium data covers organizations across financial services, gaming and eCommerce. Graph Intelligence is aimed at fraud and data science teams. Digital Intelligence is aimed at financial institutions.
Last verified
November 3, 2026November 5, 2026

Where they overlap

  • Apiiro and Socure are both filed under AI model and agent security.

Where they differ, field by field

  • Apiiro's primary category is Application security posture management; Socure's is Identity verification.
  • Apiiro is also filed under Software composition analysis and Software supply chain security. Socure is also filed under Fraud prevention.
  • Apiiro lists AI-SAST and AI-SCA. Socure lists RiskOS, Sigma First-Party Fraud, Socure Verify, Predictive DocV, Digital Intelligence and 1 more.
  • Socure is privately held.

What it sells: Apiiro

What AI-SAST does[9]
AI-SAST shifts static analysis from a detection problem to a risk validation and fix problem. AI-powered SAST uses context from the customer's software graph and business risk to detect vulnerabilities, validate true positives and identify false positives. Deep Code Analysis builds the Software Graph across files, code modules, repositories and code owners, updated on every commit.
What AI-SCA does[10]
AI-SCA shifts open source security from CVE matching to risk validation and fix. Contextual analysis decides whether a vulnerability is used in code, internet exposed and exploitable. Malicious packages, license conflicts and AI components are covered beyond CVEs. Dependency scanning reaches the leaf node, covering direct, transitive and custom-built internal dependencies.

What it sells: Socure

What RiskOS does[1][4][15]
Socure Launch is a self-serve entry point into RiskOS. RiskOS includes a dynamic workflow builder with a no-code interface, third-party data integrations and real-time testing.
What Sigma First-Party Fraud does[7]
A dispute abuse model and real-time risk score identify identities likely to exploit dispute processes across organizations. Instant alerts are sent when a consumer's risk profile changes.
What Predictive DocV does[1][9]
Predictive Document Verification (DocV) 3.0 includes a capture experience, a forensic engine and data extraction. DocV can be combined with Socure's full stack of identity, fraud and compliance solutions.
What Digital Intelligence does[1][10]
Digital Intelligence can be integrated through a RESTful API interface and client-side SDKs for iOS, Android and JavaScript. Device intelligence gathers device attributes, history, velocity metrics and risk indicators to identify compromised devices, proxies, VPNs and more.
What Global Watchlist Screening with Monitoring does[13]
Customers can screen, monitor and disposition customers in real time against sanctions, enforcement lists, politically exposed persons databases, adverse media information and custom lists. All parties in a payment can be screened in a single API call in real time.

Questions about Apiiro and Socure

What do Apiiro and Socure sell?
Apiiro sells AI-SAST and AI-SCA. Socure sells RiskOS, Sigma First-Party Fraud, Socure Verify, Predictive DocV, Digital Intelligence and 1 more.
Are Apiiro and Socure in the same category?
They share AI model and agent security. Apiiro's primary category is Application security posture management and Socure's is Identity verification.
Who owns Apiiro and Socure?
Socure is privately held.
Who are Apiiro and Socure sold to?
From its own pages, Apiiro presents Guardian Agent as delivering outcomes for CISOs and CTOs. From its own pages, Socure sells to customers whose problems range from workforce to prediction markets.
What have Apiiro and Socure announced recently?
August 11, 2026: Socure was named to the 2026 Inc. 5000 list of fastest growing private companies for the fifth consecutive year.

About Apiiro

Apiiro offers Guardian Agent, which protects coding agents, prevents risk and AutoFixes backlogs, powered by the Apiiro Context Graph. Apiiro describes agentic development as a setting where code is written by agents, risk appears at machine speed, and offensive agents exploit vulnerabilities in seconds. Guardian Agent delivers three outcomes for CISOs and CTOs by executing actions and measuring success. On compliance, Apiiro provides automated evidence collection and policy enforcement for every feature and code change.[1][3][4][5]

Guardian Agent actions run on the AppSec Context Graph, made up of a Software Graph and a Risk Graph, which gives every action the context of policies and software architecture from prompt to code to runtime. Patented Deep Code Analysis (DCA) and code-to-runtime matching continuously map each customer's evolving software architecture, including APIs, AI assets, PII, OSS, internal packages and their material changes. Apiiro correlates code to runtime to trace exposure paths and reachability. Apiiro governs every tool and change, human or agent, with one policy and risk engine.[2][3][4]

Apiiro discovers, inventories and catalogs AI models, agents, MCP servers, AI datasets, 3rd-party services and everything inside codebases. Apiiro discovers and inventories the AI tools that developers and coding agents use, including IDEs, extensions, skills, plugins and MCP servers. Apiiro discovers, inventories and tracks open-source dependencies, licenses, end-of-life status, versions and vulnerabilities, and where they are used across the software architecture graph. Apiiro discovers, inventories and assesses cryptographic usage in code, including encryption, hashing, keys, secrets, certificates, algorithms and KMS implementation. Apiiro discovers, inventories and maps CI/CD pipelines, build systems, artifacts, registries, deployment flows and the software delivery paths from code to runtime. Apiiro's policy and risk engine is an open, graph-based risk engine that correlates findings from 1st/3rd-party tools, maps them to the software graph, detects toxic combinations and blast radius, and prioritizes business-specific risk. Apiiro assesses AI usage risks across code and the software supply chain, including dependencies, models, coding agents, MCP servers, skills and extensions. Apiiro continuously ingests, assesses, manages and tracks Software Bill of Materials (SBOMs) across codebases, the software supply chain (OSS) and 3rd-party applications.[1][7]

Autonomous monitoring detects new feature tickets in Jira, GitHub and Azure DevOps and triggers threat analysis with no human in the loop.[8]

AI-SAST shifts static analysis from a detection problem to a risk validation and fix problem. Deep Code Analysis (DCA) continuously builds a Software Graph of the software architecture across files, code modules, repositories and code owners, updated on every commit and material change. AI-SCA shifts open source security from CVE matching to risk validation and fix. Apiiro continuously detects vulnerable and malicious OSS components and risky licenses using AI-powered context from the customer's software graph and business risk. Dependency scanning runs to the leaf node, covering direct, transitive and custom-built internal dependencies. Open source coverage extends beyond CVEs to malicious packages, license conflicts and AI components.[5][6][7][9][10][12]

Apiiro detects secrets in code, history, documentation and pipelines. Apiiro surfaces secrets deleted from the codebase that remain in every branch and revision of Git history. Apiiro checks every detected secret against the issuing platform, marking it valid, invalid or revoked. Guardrails block valid secrets at the pull request, before deployment. Apiiro inventories AI agents, MCP servers, GenAI frameworks, models, datasets and AI-related secrets from code on every commit. Apiiro blocks unapproved frameworks and models at the pull request. Apiiro generates audit-ready evidence for the EU AI Act, NIST AI RMF and ISO/IEC 42001 from code.[11][12]

Apiiro maps packages, skills and plugins to their repositories, coding agents, pipelines and running containers. Apiiro's Dependency Firewall scans open-source code using Deep Code Analysis to detect and block malicious packages before installation. Apiiro inspects packages downloaded by coding agents, locally and in the cloud, across operating systems. Package policies control installations based on malware, backdoors, vulnerabilities and application risk.[13]

AutoFix takes findings from Apiiro's own scanners, 3rd-party scanners and frontier model scans, and fixes them across the attack surface. Apiiro generates each fix in the context of the software architecture graph and organizational policies, and runs tests to prove nothing breaks. Apiiro reflects Chainguard's remediation state directly in Risk Graph, so findings Chainguard has already fixed stop showing as open. Apiiro AutoFixes OSS in first-party code based on risk and gives maintainers free AutoFix to accelerate community fixes.[1][2][3][5][6][7][8][9][10][14]

Apiiro on the record

Sources

Apiiro full record

  1. [1]apiiro.comApiiro · apiiro.com · undated page, accessed November 3, 2026 · Tier A
  2. [2]Apiiro named the most innovative aspm provider worldwide byfrostsullivansApiiro · apiiro.com · published December 9, 2025 · Tier A
  3. [3]Apiiro Context Graph: How it Works, Benefits, Use Cases | ApiiroApiiro · undated page, accessed November 10, 2026 · Tier A
  4. [4]Guardian Agent: Application Security Posture Management to action | ApiiroApiiro · undated page, accessed November 10, 2026 · Tier A
  5. [5]Guardian Agent: Secure agentic development | ApiiroApiiro · undated page, accessed November 10, 2026 · Tier A
  6. [6]Free AutoFix for open source maintainers | ApiiroApiiro · undated page, accessed November 10, 2026 · Tier A
  7. [7]Apiiro: Secure your agentic developmentApiiro · undated page, accessed November 10, 2026 · Tier A
  8. [8]Guardian Agent: AI Threat Modeling, Secure by Design | ApiiroApiiro · undated page, accessed November 10, 2026 · Tier A
  9. [9]AI-SAST: Static scanning reimagined | ApiiroApiiro · undated page, accessed November 10, 2026 · Tier A
  10. [10]AI-SCA: Open source security reimagined | ApiiroApiiro · undated page, accessed November 10, 2026 · Tier A
  11. [11]Secrets Security: Detect, validate, fix | ApiiroApiiro · undated page, accessed November 10, 2026 · Tier A
  12. [12]AI-SPM: Discover & govern every AI asset | ApiiroApiiro · undated page, accessed November 10, 2026 · Tier A
  13. [13]Guardian Agent: Protect from Software Supply Chain Attacks | ApiiroApiiro · undated page, accessed November 10, 2026 · Tier A
  14. [14]Guardian Agent: AutoFix SAST, SCA, Secrets, API, Containers | ApiiroApiiro · undated page, accessed November 10, 2026 · Tier A
  15. [15]Apiiro Reviews 2026: Details, Pricing, & FeaturesG2 · undated page, accessed November 10, 2026 · Tier C

Socure full record

  1. [1]socure.comSocure · socure.com · undated page, accessed November 5, 2026 · Tier A
  2. [2]Strategic growth investment fravity acquisitionSocure · socure.com · undated page, accessed November 5, 2026 · Tier A
  3. [3]Identity Verification Platform for AI Risk Decisioning | SocureSocure · undated page, accessed November 10, 2026 · Tier A
  4. [4]RiskOS®: Data Orchestration Platform & Risk Decisioning | SocureSocure · undated page, accessed November 10, 2026 · Tier A
  5. [5]Third-Party Fraud Detection Software | Sigma Identity Fraud V4.5Socure · undated page, accessed November 10, 2026 · Tier A
  6. [6]Synthetic Identity Fraud Detection | Sigma Synthetic V4.5 | SocureSocure · undated page, accessed November 10, 2026 · Tier A
  7. [7]Sigma First-Party Fraud Detection Software | SocureSocure · undated page, accessed November 10, 2026 · Tier A
  8. [8]KYC Verification Software | Socure VerifySocure · undated page, accessed November 10, 2026 · Tier A
  9. [9]Document Verification Software for Onboarding | SocureSocure · undated page, accessed November 10, 2026 · Tier A
  10. [10]Device Intelligence Software for Fraud Prevention | SocureSocure · undated page, accessed November 10, 2026 · Tier A
  11. [11]Identity Graph Intelligence: Actionable Insights for Fraud PreventionSocure · undated page, accessed November 10, 2026 · Tier A
  12. [12]Email Risk Score Software for Fraud Teams | SocureSocure · undated page, accessed November 10, 2026 · Tier A
  13. [13]Sanctions Screening Software for Compliance | SocureSocure · undated page, accessed November 10, 2026 · Tier A
  14. [14]Socure Named to Inc. 5000 for Fifth Consecutive YearSocure · published August 11, 2026 · Tier A
  15. [15]Socure Launches SocureGov RiskOS® for Government FraudSocure · published February 3, 2026 · Tier A
  16. [16]Socure Names New CPO and Chief AI OfficerSocure · published May 7, 2026 · Tier A
  17. [17]Socure Reinforces Security-First Strategy with Chief Information Security Officer AppointmentBusiness Wire · published June 25, 2026 · Tier A
  18. [18]RiskOS - Socure ReviewsG2 · undated page, accessed November 10, 2026 · Tier C

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