Why Choose merv.one

Access Review Agent
Empower your reviewers to make fast, accurate access decisions. The Access Review Agent delivers insights and recommendations so reviewers can complete their work through a simple conversation, right inside Microsoft Teams.

Phishing Triage Agent in Microsoft Defender
Designed to scale security teams' response in triaging and classifying user-submitted phishing incidents, allowing organizations to improve their efficiency by reducing manual effort and streamlining their phishing response.

Threat Intelligence Briefing Agent in Security Copilot
Automatically curates relevant and timely threat intelligence based on an organization's unique attributes and threat exposure.

Conditional Access Optimization Agent in Microsoft Entra - Embedded experience
Monitors for new users or apps not covered by existing policies, identifies necessary updates to close security gaps, and recommends quick fixes for identity teams to apply with a single click.

Vulnerability Remediation Agent in Microsoft Intune
Identify top vulnerabilities, understand their impact, and get step-by-step remediation guidance to fix vulnerabilities using Intune capabilities.

Abstract
This work presents an agent-based system designed to detect and manage Common Vulnerabilities and Exposures (CVEs) across infrastructure nodes.

ARTEMIS
an Automated Red Teaming Engine with Multi-agent Intelligent Supervision - A penetration testing agent.

Incalmo
An Autonomous LLM-assisted System for Red Teaming Multi-Host Networks. Incalmo is a system for executing multi-host red teams.

Multi-Agent Penetration Testing AI for the Web
We present MAPTA, a multi-agent system for autonomous web application security assessment that combines large language model orchestration with tool-grounded execution and end-to-end exploit validation.