Abnormal AI Security Mailbox (Abnormal AI for Government) vs ManageEngine Log360 Cloud Zia Agents (Investigation, Alert Correlation and User Activity Review agents)
Abnormal AI Security Mailbox (Abnormal AI for Government) (Abnormal AI) and ManageEngine Log360 Cloud Zia Agents (Investigation, Alert Correlation and User Activity Review agents) (ManageEngine (Zoho Corporation)) are both listed in the Security category of Agent Index. They share no framework tags in our dataset. Only Abnormal AI Security Mailbox (Abnormal AI for Government) is tagged for FedRAMP, GovRAMP, TX-RAMP.
| Field |  Abnormal AI Security Mailbox (Abnormal AI for Government) |  ManageEngine Log360 Cloud Zia Agents (Investigation, Alert Correlation and User Activity Review agents) |
|---|---|---|
| Vendor | Abnormal AI | ManageEngine (Zoho Corporation) |
| HQ | United States · North America | India · India |
| Primary category | Security | Security |
| Also listed in | Security, Compliance | Security |
| Summary | Autonomous agent for email security operations that triages user-reported emails, removes related malicious campaign messages across the organisation and replies to reporters; included in Abnormal AI for Government, which is FedRAMP and GovRAMP Moderate authorized. | AI agents inside ManageEngine's Log360 Cloud SIEM: an Investigation Agent that runs multi-stage alert investigations and writes an investigation report, prebuilt Alert Correlation and User Activity Review agents, and a no-code Agent Studio for custom SOC agents. |
| Framework tags (Agent Index) | FedRAMP, GovRAMP, TX-RAMP | — |
| FedRAMP (Marketplace, listing scope) | Abnormal AI for Government · FedRAMP Authorized · FR2425960757 · Moderate · authorized 2025-04-11 | — |
| Frameworks (vendor-claimed) | FedRAMP, GovRAMP, TX-RAMP | — |
| Capabilities / tasks | phishing triage, email security, security operations, alert triage, incident response, remediation, government compliance | security operations, alert triage, case investigation, threat detection, incident response |
| Pricing (as published) | Not published | Not published |
| Pricing model | quote | quote |
| Primary source | https://abnormal.ai/products/ai-security-mailbox | https://www.manageengine.com/log-management/ai-security/ai-agents-for-security-operations.html |
| Last checked | 2026-10-18 | 2026-10-18 |
| Official site | https://abnormal.ai/products/ai-security-mailbox | https://www.manageengine.com/log-management/ai-security/ai-agents-for-security-operations.html |
Side-by-side data is generated from the open dataset. “Vendor-claimed” frameworks are as marketed by each vendor and not verified by Agent Index; framework tags indicate relevance, not certification. Request current quotes from each vendor before buying. This page does not rank or score vendors. Sponsored comparisons, if any, will be labelled.
Also in this use case
Other verified listings that share a task tag or use-case group with Abnormal AI Security Mailbox (Abnormal AI for Government) or ManageEngine Log360 Cloud Zia Agents (Investigation, Alert Correlation and User Activity Review agents). Open a pair page or the use-case table — this is not a ranking.
- Adaptive Security Agentic Email Security and Phish Triage — API-based 'agentic email security' that re-analyses inbound mail after native filtering with ML and LLM reasoning and removes confirmed threats across every inbox automatically (configurable human-in-the-loop thresholds). AI Phish Triage classifies employee-reported emails and acts on them, feeding Adaptive's simulations and awareness training. · Adaptive Security Agentic Email Security and Phish Triage pair comparison
- Archer Evolv AI Operators (Evolv Foundation and Evolv Workplace) — Governed GRC agents ('AI Operators') inside the Archer system of record: identity-bound, scope-limited, human-supervised agents for control generation and assurance, regulatory change, reportable-event review and record hygiene; the Archer Evolv product is TX-RAMP Level 2 certified.
- Box AI Agents (Box Agent, Extract, Classification and custom agents; Box for Government) — Permissions-aware AI agents on Box's content platform: the Box Agent plans multi-step work across files, Extract agents turn documents into structured metadata, a Classification agent labels sensitive content, and Box AI Studio builds custom agents; Box AI sits inside Box's FedRAMP High boundary per the Marketplace listing.
- Check Point Email Security AI agents (Harmony Email & Collaboration, formerly Avanan) — Check Point's API-based, prevention-first email and collaboration security (Harmony Email & Collaboration, formerly Avanan) for Microsoft 365, Gmail, Teams, Slack and file-sharing apps. Check Point says autonomous AI agents investigate threats, correlate activity into campaigns, prioritise incidents and orchestrate remediation. Check Point Infinity Platform for Government (which includes Harmony Email) is FedRAMP Moderate and GovRAMP Authorized at platform level; Check Point Harmony is TX-RAMP Level 2 — none of those registry rows name the AI agents. · Check Point Email Security AI agents (Harmony Email & Collaboration, formerly Avanan) pair comparison
- Deep Fathom Compliance Readiness Platform (agentic CMMC / NIST SP 800-171 readiness) — CMMC and NIST SP 800-171 readiness platform for US defence contractors where AI agents interpret obligations, plan and advance routine readiness work, continuously map the CMMC boundary and collect evidence, with human review gates on consequential decisions.
- Hoxhunt Respond (automated phishing incident response) — Finnish human-risk platform whose Respond module automatically investigates every employee-reported email, groups related reports into one campaign incident, suppresses safe and duplicate reports, and removes confirmed malicious messages from all affected inboxes without waiting for an analyst. · Hoxhunt Respond (automated phishing incident response) pair comparison
- Ironscales AI agents (Phishing SOC Agent, Red Teaming Agent and Phishing Simulation Agent) — API-based email security for Microsoft 365 and Google Workspace that runs three AI agents: a Phishing SOC Agent for L2-style forensic investigation of suspicious emails, a Red Teaming Agent that models attacks aimed at your organisation and hardens detection, and a Phishing Simulation Agent. Plans include agentic autonomous remediation. · Ironscales AI agents (Phishing SOC Agent, Red Teaming Agent and Phishing Simulation Agent) pair comparison
- ManageEngine Endpoint Central Zia Agents (EDR Event Triage, Device Investigation and Patch Troubleshooting agents) — Prebuilt AI agents in ManageEngine Endpoint Central that triage EDR events (MITRE ATT&CK mapping, prioritized next steps), investigate device problems and diagnose failed patches, plus Agent Studio for custom endpoint agents. · ManageEngine Endpoint Central Zia Agents (EDR Event Triage, Device Investigation and Patch Troubleshooting agents) pair comparison
- ManageEngine ServiceDesk Plus Zia Agents (L1 service desk, Entra ID user manager, PIR and KB agents, Agent Studio) — AI agents in ManageEngine ServiceDesk Plus (Enterprise edition) that pick up and resolve L1 tickets, manage Microsoft Entra ID users, draft post-incident reviews and publish KB articles, with a no-code Agent Studio and a multi-agent orchestrator. ManageEngine is Zoho Corp's IT-management division. ServiceDesk Plus Cloud is TX-RAMP Level 1; that registry row names the cloud help-desk product, not the Zia agents.
- Material Security AI agents (user-reported phishing agent and OAuth Remediation Agent) — Cloud workspace security for Google Workspace and Microsoft 365 with an AI agent that triages, clusters and remediates user-reported phishing across the organisation, plus an OAuth Remediation Agent that investigates third-party app and AI-agent grants and can revoke tokens on its own. Per-user pricing is published. · Material Security AI agents (user-reported phishing agent and OAuth Remediation Agent) pair comparison
- Phished AI security agents (Report Triage, Orchestration, Simulation and Real-Time Protection agents) — Belgian human-risk platform with a suite of AI agents that run the phishing training programme (orchestration, simulation, brand, supplier and deepfake simulation agents), triage every reported email with a verdict and a drafted reply, and check clicked links in an isolated environment in real time. New content needs admin approval and every action is logged. · Phished AI security agents (Report Triage, Orchestration, Simulation and Real-Time Protection agents) pair comparison
- Proofpoint Satori agents (Abuse Mailbox Agent and DLP Triage Agent) — Agentic AI layer inside Proofpoint's platform. The Satori Abuse Mailbox Agent classifies every user-reported email that needs manual review (phish, malware, spam or clean) and can trigger configured quarantine or tagging workflows. A DLP Triage Agent does the same for data-loss alerts, with guardrails, chat explanations and audit logs. · Proofpoint Satori agents (Abuse Mailbox Agent and DLP Triage Agent) pair comparison
- Securonix Sam, the AI SOC Analyst (Agentic Mesh) — An AI SOC analyst built into the Securonix Unified Defense SIEM that triages, correlates and enriches alerts, writes investigation summaries and prepares cases, coordinated by the Agentic Mesh of specialized agents under human approval. · Securonix Sam, the AI SOC Analyst (Agentic Mesh) pair comparison
- Shufti Transaction Trust Monitoring (agentic FRAML engine) — Agentic fraud and AML (FRAML) transaction monitoring in which governed AI agents score transactions, triage and investigate alerts and draft regulator-format SAR/STR reports, with the MLRO approving every filing.
- spektr AI agents (Case AI, KYB AI and compliance agents) — Compliance platform for onboarding, monitoring and case work where AI agents run sanctions, PEP, adverse-media and alert investigations, resolve ownership (UBO) gaps and review documents, returning a cited verdict and recommended action for an analyst to decide.
- Sphinx AI compliance analysts (KYC, KYB and AML agents) — AI analyst agents for financial-crime compliance that run KYC and KYB onboarding reviews, disposition sanctions, PEP and adverse-media alerts, perform enhanced due diligence and rescreenings, and draft SAR/UAR filings with audit-ready decision logs.
- StrongestLayer TRACE agents (Inbox Advisor, Threat Triage and Threat Hunt) — AI-native email security for Microsoft 365 and Google Workspace in which a multi-LLM reasoning engine (TRACE) investigates each email's intent against your business context and blocks attacks. Three classes of agents give employees plain-English verdicts in Outlook and Gmail, send pre-investigated, MITRE-mapped cases to the SOC, and hunt and remediate across mailboxes. · StrongestLayer TRACE agents (Inbox Advisor, Threat Triage and Threat Hunt) pair comparison
- Sublime Security ASA and ADÉ (Autonomous Security Analyst and Autonomous Detection Engineer) — Email security platform whose AI agents triage user-reported and flagged emails end to end (ASA, with passive or active auto-remediation modes) and write backtested detections for new attacks (ADÉ), which default to one-click human approval and can auto-activate when they clear a precision threshold. Runs as SaaS or self-hosted in AWS, including GovCloud. · Sublime Security ASA and ADÉ (Autonomous Security Analyst and Autonomous Detection Engineer) pair comparison
- Swimlane AI SOC (Intelligent Deep Agents on Turbine) — Swimlane's AI SOC product, built on its Turbine automation platform, uses autonomous 'deep agents' to plan and run alert investigations, with explainable decisions, auditable actions and AI-generated plans that analysts can review and turn into playbooks. · Swimlane AI SOC (Intelligent Deep Agents on Turbine) pair comparison
Use-case comparisons
- AI SOC and security-analyst agents — 29 listings (Security operations, alert investigation and threat detection)
- Email security and phishing-response AI agents — 13 listings (Triage of user-reported phishing, autonomous email threat remediation and AI-run phishing simulation)
- US public-sector and FedRAMP AI agents — 22 listings (US government, FedRAMP and public-sector compliance or security operations)
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