Material Security AI agents vs Wolfia Questionnaire Agent
Quick answer
Material Security AI agents (user-reported phishing agent and OAuth Remediation Agent) (Material Security) and Wolfia Questionnaire Agent (security questionnaires and trust center) (Wolfia (Wolfia Inc.)) are both listed in the Security category of Agent Index.
They share no framework tags in our dataset.
This is not a ranking.
Material Security AI agents (user-reported phishing agent and OAuth Remediation Agent) (Material Security) and Wolfia Questionnaire Agent (security questionnaires and trust center) (Wolfia (Wolfia Inc.)) are both listed in the Security category of Agent Index. They share no framework tags in our dataset.
| Field |  Material Security AI agents (user-reported phishing agent and OAuth Remediation Agent) |  Wolfia Questionnaire Agent (security questionnaires and trust center) |
|---|---|---|
| Vendor | Material Security | Wolfia (Wolfia Inc.) |
| HQ | United States · North America | United States · North America |
| Primary category | Security | Security |
| Also listed in | Security | Security, Compliance, Risk |
| Summary | 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. | Security-questionnaire agent that drafts every answer with a citation from the company's own corpus, routes ungrounded questions to the owning expert, returns the file in its original format, and fills portal-only questionnaires via a Chrome extension. |
| Frameworks (vendor-stated) | — | — |
| Frameworks (vendor-claimed) | — | — |
| Capabilities / tasks | phishing triage, email security, remediation, incident response, cloud security | questionnaire automation, trust center, contract review |
| Pricing (as 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. | Not published |
| Pricing model | published-tiers | quote |
| Primary source | https://material.security/use-cases/automate-user-report-response | https://wolfia.com/products/questionnaire-automation |
| Last checked | 2026-10-18 | 2026-10-18 |
| Official site | https://material.security/use-cases/automate-user-report-response | https://wolfia.com/products/questionnaire-automation |
FAQ (from this dataset)
What is the difference between Material Security AI agents and Wolfia Questionnaire Agent?
Both are listed under Security. They share no task tags in this dataset. Material Security AI agents-only tasks: phishing-triage, email-security, remediation, incident-response, cloud-security. Wolfia Questionnaire Agent-only tasks: questionnaire-automation, trust-center, contract-review. Differences are from stored category and task tags, not a ranking.
Which one publishes pricing?
Material Security AI agents (user-reported phishing agent and OAuth Remediation Agent): 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. Wolfia Questionnaire Agent (security questionnaires and trust center): Not published
Where are Material Security AI agents and Wolfia Questionnaire Agent headquartered?
Material Security AI agents (user-reported phishing agent and OAuth Remediation Agent) publishes HQ in United States. Wolfia Questionnaire Agent (security questionnaires and trust center) publishes HQ in United States.
Also in this use case
Other verified listings that share a task tag or use-case group with Material Security AI agents (user-reported phishing agent and OAuth Remediation Agent) or Wolfia Questionnaire Agent (security questionnaires and trust center). Open a pair page or the use-case table — this is not a ranking.
- ClearContract contract agents (intake, review and deadline-monitoring agents that file, risk-check and watch incoming contracts) — Contract-management platform from Aarhus-based ClearContract ApS built around AI agents that work in the background. Contracts arriving by email are picked up by an intake agent that files them, extracts key terms and assigns the counterparty; a review agent checks each one against the company's own checklist, flags risks with clause citations and creates tasks; agents also watch renewals and deadlines. Nothing is signed, sent or committed without human approval.
- Covasant TPRM (agentic third-party risk management) — Third-party risk product from Hyderabad-headquartered Covasant. Purpose-built AI agents onboard vendors through due-diligence workflows, chase vendors who are slow to respond, keep watching news, sanctions and financial data, and, when risk thresholds break, open remediation workflows, track vendor responses, escalate unresolved issues and produce DORA, SOX and NIST reporting packages.
- trail Governance Agents (GRC and AI governance agents) — Munich-based trail's Governance Agents run GRC busywork in the background: they read your project files and sources to collect and link evidence, assess controls, classify systems, run risk and vendor assessments and draft policies, proposing changes that a human approves before anything is written.
Use-case comparisons
- Email security and phishing-response AI agents — 16 listings (Triage of user-reported phishing, autonomous email threat remediation and AI-run phishing simulation)
- Contract and legal-review AI agents — 33 listings (Contract review, drafting assistance and legal workflow automation)
- TPRM and vendor-risk AI agents — 40 listings (Third-party risk, vendor assessments, security ratings and questionnaire automation)
- Security questionnaire AI agents — 10 listings (Inbound security questionnaires, SIG/CAIQ-style responses and questionnaire automation)
Related
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