Google Security Operations Triage and Investigation Agent vs Material Security AI agents (user-reported phishing agent and OAuth Remediation Agent)
Google Security Operations Triage and Investigation Agent (Google Cloud) and Material Security AI agents (user-reported phishing agent and OAuth Remediation Agent) (Material Security) are both listed in the Security category of Agent Index. They share no framework tags in our dataset.
| Field |  Google Security Operations Triage and Investigation Agent |  Material Security AI agents (user-reported phishing agent and OAuth Remediation Agent) |
|---|---|---|
| Vendor | Google Cloud | Material Security |
| HQ | United States · North America | United States · North America |
| Primary category | Security | Security |
| Also listed in | Security | Security |
| Summary | AI agent in Google Security Operations that autonomously investigates SIEM alerts and returns a verdict, confidence score, timeline and next steps. | 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. |
| Framework tags (Agent Index) | — | — |
| Frameworks (vendor-claimed) | FedRAMP | — |
| Capabilities / tasks | security operations, alert triage, incident response, threat detection | phishing triage, email security, remediation, incident response, cloud security |
| Pricing (as published) | No standalone list price. Agent usage is metered in Google SecOps Security Tokens. Google's docs describe complimentary daily tokens for some Enterprise Plus customers and token purchases for Enterprise customers. Token prices are not published. | Published: Essentials $4 per user/month and Advanced $6 per user/month (billed annually, plus a fee based on Shared Drive size). Essentials includes the automated agent for user-reported phishing. Advanced adds the agent that investigates, classifies and remediates OAuth grants. ATO Resilience is +$3 per user/month as an add-on or $5 stand-alone. Enterprise is by quote. |
| Pricing model | quote | published-tiers |
| Primary source | https://docs.cloud.google.com/chronicle/docs/secops/triage-investigation-agent | https://material.security/use-cases/automate-user-report-response |
| Last checked | 2026-10-18 | 2026-10-18 |
| Official site | https://docs.cloud.google.com/chronicle/docs/secops/triage-investigation-agent | https://material.security/use-cases/automate-user-report-response |
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 Google Security Operations Triage and Investigation Agent or Material Security AI agents (user-reported phishing agent and OAuth Remediation Agent). 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
- 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
- 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 Log360 Cloud Zia Agents (Investigation, Alert Correlation and User Activity Review agents) — 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. · ManageEngine Log360 Cloud Zia Agents (Investigation, Alert Correlation and User Activity Review 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.
- 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
- 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)
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