CISO Tribune

Vendor comparison · 2 companies

Abnormal AI vs IRONSCALES

Abnormal AI sells a behavioral security platform that protects email, identity, and AI. IRONSCALES sells email security that protects Microsoft 365 and Google Workspace against business email compromise, account takeover, malware and malicious URLs, credential harvesting, generative AI attacks, QR code and image-based phishing, and deepfake impersonation in Microsoft Teams meetings. CISO Tribune files both under Email 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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  • Abnormal AI
  • IRONSCALES
Abnormal AI vs IRONSCALES: Products, Customers and Funding Compared
Abnormal AIAbnormal AI sells a behavioral security platform that protects email, identity, and AI.abnormal.aiIRONSCALESIRONSCALES sells email security that protects Microsoft 365 and Google Workspace against business email compromise, account takeover, malware and malicious URLs, credential harvesting, generative AI attacks, QR code and image-based phishing, and deepfake impersonation in Microsoft Teams meetings.ironscales.com
What it sells
  • Account Takeover Protection[3][12][19]Detects and remediates compromised Microsoft 365 and Google Workspace accounts.
  • Identity Threat Protection[3][11][12][15]Correlates signals to contain threats before and after authentication.
  • Email Productivity[12][18]Moves low-priority promotional email out of the inbox.
  • Phishing SOC Agent[6][10]Delivers L2-level forensics on suspicious email.
  • Phishing Simulation Agent[6][10]Builds phishing simulations from OSINT gathered on employees.
  • Human Risk Management[11]Phishing simulation, security awareness training, and user risk scoring.
  • Themis[2][9]An agentic AI virtual SOC that classifies, clusters, and remediates threats.
  • Email Incident Management Service (EIMS)[12]IRONSCALES experts handle email threat investigation, remediation, and AI tuning.
Categories
Headquarters
San Francisco, United States[1]Atlanta, United States[1][13]
Founded
2018[1]2014[1][13]
Ownership and funding
Privately held[2][12][14]Series D (USD 250 million round), August 6, 2024[2]Privately held[4][8]
Named customers
  • Domino’s[4]
  • Avery Dennison[5]
  • Valvoline[6]
  • Ingersoll Rand[7]
  • Save the Children[8]
Not stated on its pages
Recent news
  • November 4, 2026Abnormal AI appointed Don Jeter as Chief Marketing Officer, reporting to the CEO and overseeing the global marketing team.[23]
  • September 24, 2026Abnormal AI previewed four AI Security suite products, including AI Agent Security and AI Cloud Security, with general availability planned for Q4 2026.[9]
  • August 27, 2026Abnormal AI expanded its email security platform with Control Center, Email DLP Rules and upgrades to its AI Phishing Coach.[10]
  • August 19, 2026Abnormal AI and OpenAI announced a strategic partnership, with Abnormal expanding its internal use of OpenAI and joining the OpenAI Daybreak Cyber Partner Program as an early security partner.[25]
  • July 29, 2026Abnormal AI extended its behavioral security to cover identities, AI systems and insider threats.[13]
Not stated on its pages
G2 and Gartner Peer Insights
  • G2: listed, seen October 23, 2026[14]
  • Gartner Peer Insights: Not stated on its pages
  • G2: listed, seen October 25, 2026[8]
  • Gartner Peer Insights: Not stated on its pages
Who it fits
Not written yetFrom its own pages, the company sells mainly to enterprises and to MSPs and MSSPs. One entry point addresses global companies that are transforming their email security to tackle modern threats. The site also presents a comparison of secure email gateways and API-based solutions for enterprises and MSPs.
Last verified
October 10, 2026November 2, 2026

Where they overlap

  • Email security is the primary category of both Abnormal AI and IRONSCALES.
  • Both are headquartered in the United States.
  • Both are privately held.

Where they differ, field by field

  • Abnormal AI is also filed under Identity threat detection and response, Workforce AI usage security and AI model and agent security. IRONSCALES is also filed under AI SOC analysts.
  • Abnormal AI lists Account Takeover Protection, Identity Threat Protection and Email Productivity. IRONSCALES lists Phishing SOC Agent, Phishing Simulation Agent, Human Risk Management, Themis and Email Incident Management Service (EIMS).
  • Abnormal AI is headquartered in San Francisco, United States. IRONSCALES is headquartered in Atlanta, United States.
  • Abnormal AI was founded in 2018. IRONSCALES was founded in 2014.
  • Abnormal AI's latest recorded funding is Series D (USD 250 million round), dated August 6, 2024.
  • Abnormal AI publicly names Domino’s, Avery Dennison, Valvoline, Ingersoll Rand and Save the Children.

How they differ

CISO Tribune files Abnormal AI under Email security, Identity threat detection and response, Workforce AI usage security, and AI model and agent security, with Email security as its primary category. CISO Tribune files IRONSCALES under Email security and AI SOC analysts, also with Email security as its primary category. Abnormal AI sells a behavioral security platform that protects email, identity, and AI, including Account Takeover Protection and Identity Threat Protection. IRONSCALES sells email security for Microsoft 365 and Google Workspace, plus Themis, which it describes as an agentic AI virtual SOC, and a Phishing SOC Agent.

Both connect to Microsoft 365 and Google Workspace through API integrations. Abnormal AI previewed four AI Security suite products on September 24, 2026, including AI Agent Security and AI Cloud Security, with general availability planned for Q4 2026. IRONSCALES offers an Email Incident Management Service in which its experts handle email threat investigation, remediation, and AI tuning.

Abnormal AI is headquartered in San Francisco, was founded in 2018, is privately held, and recorded a Series D of USD 250 million on August 6, 2024. IRONSCALES is privately held, was founded in 2014, and is headquartered in Atlanta, Georgia, and Tel Aviv, Israel. Its Series C of $64 million was led by PSG, bringing total financing to $80 million since 2015. Abnormal AI publicly names Domino's, Avery Dennison, Valvoline, Ingersoll Rand, and Save the Children as customers. IRONSCALES serves organizations directly and through more than 3,500 managed service provider partners.

What it sells: Abnormal AI

What Account Takeover Protection does[3][12][19]
Account Takeover Protection learns normal sign-in, device, and behavioral patterns for each user. It remediates a confirmed compromise by signing out all open sessions, blocking access, and forcing a password reset. Abnormal AI says it correlates Microsoft 365 and Google Workspace sign-in signals with communication behavior. It identifies session and token-based attacks that defeat MFA.
What Identity Threat Protection does[3][11][12][15]
Identity Threat Protection correlates signals to contain threats before and after authentication. Abnormal AI says it correlates email, IdP, and SaaS signals into one behavioral model. The model catches privilege misuse and socially-engineered MFA resets.
What Email Productivity does[12][18]
Email Productivity uses behavioral AI to learn what matters to each employee and move low-priority promotional email out of the inbox. It moves detected graymail to a Promotions folder in Outlook or a Graymail label in Gmail. It deploys through API integration with no rules, policies, or quarantine configuration to manage. It supports Passive, Partial, and Active deployment modes.

What it sells: IRONSCALES

What Phishing SOC Agent does[6][10]
Phishing SOC Agent delivers L2-level forensics in minutes and runs five analysis tracks in parallel: sender verification, body analysis for social engineering, link inspection through the full redirect chain, attachment detonation across 100+ engines, and relay path tracing. The agent's output is a Security Assessment with a verdict, key evidence, and a full activity log of every step it took.
What Phishing Simulation Agent does[6][10]
Phishing Simulation Agent gathers OSINT on people, including social media profiles, data breach exposure, and recent job changes, and builds simulations that mirror the tactics targeting the organization. Personalized phishing emails are written in each employee's native language, and one sample per employee cluster is approved by the customer.
What Human Risk Management does[11]
The platform incorporates Human Risk Management: phishing simulation, security awareness training, and user risk scoring modules that automatically tailor simulations to each employee's specific threat profile. IRONSCALES offers a GPT-powered spear phishing module for VIPs and frequently targeted employees.
What Themis does[2][9]
Themis is described as an agentic AI virtual SOC that automatically classifies, clusters, and remediates threats detected by machine learning models or user-reported emails. When a threat is detected, Themis takes autonomous action: quarantining, clustering, or escalating based on automation preferences.

Questions about Abnormal AI and IRONSCALES

What do Abnormal AI and IRONSCALES sell?
Abnormal AI sells Account Takeover Protection, Identity Threat Protection and Email Productivity. IRONSCALES sells Phishing SOC Agent, Phishing Simulation Agent, Human Risk Management, Themis and Email Incident Management Service (EIMS).
Are Abnormal AI and IRONSCALES in the same category?
Yes. Email security is the primary category of both on CISO Tribune.
Where are Abnormal AI and IRONSCALES headquartered?
Abnormal AI is headquartered in San Francisco, United States. IRONSCALES is headquartered in Atlanta, United States.
When were Abnormal AI and IRONSCALES founded?
Abnormal AI was founded in 2018. IRONSCALES was founded in 2014.
Who owns Abnormal AI and IRONSCALES?
Abnormal AI is privately held. Abnormal AI's latest recorded funding is Series D (USD 250 million round), dated August 6, 2024. IRONSCALES is privately held.
Which customers do Abnormal AI and IRONSCALES name?
Abnormal AI publicly names Domino’s, Avery Dennison, Valvoline, Ingersoll Rand and Save the Children.
Who are Abnormal AI and IRONSCALES sold to?
From its own pages, the company sells mainly to enterprises and to MSPs and MSSPs.
What have Abnormal AI and IRONSCALES announced recently?
November 4, 2026: Abnormal AI appointed Don Jeter as Chief Marketing Officer, reporting to the CEO and overseeing the global marketing team.

About Abnormal AI

Abnormal AI sells a behavioral security platform that protects email, identity, and AI. Abnormal says AI-generated attacks are often too subtle for humans to see and too new for traditional threat intel to detect. Abnormal AI says its platform stops the attacks that slip past legacy gateways, including business email compromise, advanced phishing, vendor fraud, and account takeover. Abnormal AI states its mission is to stop crime with AI.[15]

Abnormal AI says its platform connects AI tools, people, agents, and cloud activity through behavioral context to govern adoption, enforce policies, detect threats, and support investigations. The platform has native API integrations across Microsoft 365, Google Workspace, Okta, CrowdStrike, and the customer's SIEM and SOAR. Abnormal AI says each supported connection helps Abnormal understand activity, investigate threats, and apply the controls the customer's team authorizes. Abnormal AI describes Attune as the behavioral AI model that learns what is normal and detects what does not fit. AI Data Analyst lets users ask plain-English questions and get security insights instantly. AI Data Analyst consolidates insights from across the Abnormal environment into a single source of truth.[15][16][20]

For email, Abnormal AI describes Inbound Email Security as stopping BEC, phishing, and credential theft before delivery. AI Security Mailbox is described as an AI co-worker for email security operations. AI Phishing Coach is described as just-in-time training that adapts to each user's real risk. Messaging Security is described as detecting and remediating malicious content in messaging apps, and Misdirected Email as preventing accidental data leakage from misaddressed email. Email DLP Rules combines a custom policy engine with an AI Triage Agent. Teams can launch Email DLP Rules in passive mode, logging matches without taking action, then move to active enforcement. Email Productivity uses behavioral AI to move low-priority promotional email out of the inbox, and Email Productivity deploys through API integration.[15][17][18][21]

For identity, Account Takeover Protection detects and remediates compromised Microsoft 365 and Google Workspace accounts by learning normal sign-in, device, and behavioral patterns for each user. Account Takeover Protection locks attackers out by revoking active sessions and forcing credential resets. Abnormal AI says Account Takeover Protection connects via API to Microsoft 365 and Google Workspace. Abnormal AI says brute force, credential stuffing, and token or session theft produce sign-ins that satisfy authentication. Abnormal AI says its platform correlates email, IdP, and SaaS signals into one behavioral model, catching privilege misuse and socially-engineered MFA resets. Identity Threat Protection correlates signals to contain threats before and after authentication. Infiltration Prevention is described as detecting synthetic personas and infiltration campaigns before access is provisioned. Posture Management is described as catching risky misconfigurations across the email platform.[3][15][19]

AI Cloud Security is described as detecting AI-driven attacks against cloud identities and workloads and containing threats within the customer's response policies. AI Cloud Security is at the Priority First stage, available for purchase and production deployment to selected customers. AI Employee Guardrails is described as keeping employee AI use on task, protecting sensitive data, and enforcing policies based on the person, tool, and request. AI Agent Security is described as inventorying production agents and verifying that each one behaves as intended. AI Agent Security is at the Design Partner stage, where selected customers evaluate the product and give regular feedback to the product team. AI Employee Guardrails is at the Design Partner stage. AI Security Workbench is described as running AI-powered investigations across petabytes of behavioral events.[3][15][20][21][22]

Abnormal AI says it powers 5,000 customers, including 30% of the Fortune 500.[16][17][18][19][20][21][22]

Abnormal AI on the record

Sources

Abnormal AI full record

  1. [1]Launching 24m series a funding from greylockAbnormal AI · abnormal.ai · published November 19, 2019 · Tier A
  2. [2]Series d 5b valuationAbnormal AI · abnormal.ai · published August 6, 2024 · Tier A
  3. [3]PlatformAbnormal AI · abnormal.ai · undated page, accessed September 27, 2026 · Tier A
  4. [4]Dominos rolls out stronger communications securityAbnormal AI · abnormal.ai · undated page, accessed October 10, 2026 · Tier A
  5. [5]Avery dennison case studyAbnormal AI · abnormal.ai · undated page, accessed October 10, 2026 · Tier A
  6. [6]ValvolineAbnormal AI · abnormal.ai · undated page, accessed October 10, 2026 · Tier A
  7. [7]Ingersoll randAbnormal AI · abnormal.ai · undated page, accessed October 10, 2026 · Tier A
  8. [8]Save the childrenAbnormal AI · abnormal.ai · undated page, accessed October 10, 2026 · Tier A
  9. [9]Abnormal ai expands its ai security suiteAbnormal AI · abnormal.ai · published September 24, 2026 · Tier A
  10. [10]Abnormal expands email security platformAbnormal AI · abnormal.ai · published August 27, 2026 · Tier A
  11. [11]Abnormal extends behavioral security platformAbnormal AI · abnormal.ai · published July 28, 2026 · Tier A
  12. [12]Behavioral AI for Email, Identity, and AI Security | Abnormal AIAbnormal AI · undated page, accessed October 23, 2026 · Tier A
  13. [13]Abnormal AI extends behavioral security to identities, AI systems, and insider threatsHelp Net Security · published July 29, 2026 · Tier B
  14. [14]Abnormal AI Reviews 2026: Details, Pricing, & Features - G2G2 · undated page, accessed October 23, 2026 · Tier C
  15. [15]The Behavioral Security Platform | Abnormal AIAbnormal AI · undated page, accessed November 5, 2026 · Tier A
  16. [16]AI Data Analyst | Automated Security Reporting | Abnormal AIAbnormal AI · undated page, accessed November 5, 2026 · Tier A
  17. [17]Email DLP Rules | Abnormal AIAbnormal AI · undated page, accessed November 5, 2026 · Tier A
  18. [18]Graymail Filtering | AI Email Productivity | Abnormal AIAbnormal AI · undated page, accessed November 5, 2026 · Tier A
  19. [19]Stop Account Takeover | ATO Detection | Abnormal AIAbnormal AI · undated page, accessed November 5, 2026 · Tier A
  20. [20]AI Cloud Security | Abnormal AIAbnormal AI · undated page, accessed November 5, 2026 · Tier A
  21. [21]AI Agent Security | Abnormal AIAbnormal AI · undated page, accessed November 5, 2026 · Tier A
  22. [22]AI Employee Guardrails | Abnormal AIAbnormal AI · undated page, accessed November 5, 2026 · Tier A
  23. [23]Abnormal AI Names Don Jeter CMO to Accelerate Its Expansion in AI SecurityAbnormal AI · published November 4, 2026 · Tier A
  24. [24]Abnormal AI Expands Leadership Team to Advance Behavioral AI PlatformAbnormal AI · published April 29, 2026 · Tier A
  25. [25]Abnormal AI and OpenAI Partner to Accelerate Secure Enterprise AI Adoption and Strengthen Cyber DefenseBusiness Wire · published August 19, 2026 · Tier A

IRONSCALES full record

  1. [1]About usIRONSCALES · ironscales.com · undated page, accessed September 27, 2026 · Tier A
  2. [2]Platform | How It WorksIRONSCALES · undated page, accessed September 27, 2026 · Tier A
  3. [3]Ironscales raises series c funding roundIRONSCALES · ironscales.com · published December 7, 2021 · Tier A
  4. [4]Ironscales ipoForge Global · forgeglobal.com · undated page, accessed September 27, 2026 · Tier C
  5. [5]AI Email Security Platform for Phishing & Deepfakes | IronscalesIRONSCALES · undated page, accessed October 25, 2026 · Tier A
  6. [6]Email Security AgentsIRONSCALES · undated page, accessed October 25, 2026 · Tier A
  7. [7]IRONSCALES | Complete Email Security & Training SolutionsIRONSCALES · undated page, accessed October 25, 2026 · Tier A
  8. [8]IRONSCALES Reviews 2026: Details, Pricing, & Features - G2G2 · undated page, accessed October 25, 2026 · Tier C
  9. [9]SOC Automation SolutionIRONSCALES · undated page, accessed November 10, 2026 · Tier A
  10. [10]Platform | What's NewIRONSCALES · undated page, accessed November 10, 2026 · Tier A
  11. [11]Platform | Human ElementIRONSCALES · undated page, accessed November 10, 2026 · Tier A
  12. [12]Pricing | IronscalesIRONSCALES · undated page, accessed November 10, 2026 · Tier A
  13. [13]IRONSCALES | About Us | Our StoryIRONSCALES · undated page, accessed November 10, 2026 · Tier A
  14. [14]Education Email Security Solutions | IRONSCALESIRONSCALES · undated page, accessed November 10, 2026 · Tier A
  15. [15]Augment your Secure Email Gateway with IRONSCALESIRONSCALES · undated page, accessed November 10, 2026 · Tier A
  16. [16]DMARC Management and MonitoringIRONSCALES · undated page, accessed November 10, 2026 · Tier A

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