One teammate, faster investigations, clearer answers.

Overview

SOC teams face a constant flow of alerts, logs, and threat intelligence, making it difficult to understand what is happening and why. Massi and Kindi address this challenge by combining automated investigation with specialized reasoning.

Massi structures and connects the data, while Kindi analyzes it with clear, step-by-step logic.Together, they give analysts a complete, actionable view of each incident, reducing investigation time and improving decision-making without removing human oversight.

Massi: Investigation Agent

Massi acts like an experienced analyst, taking enriched alerts, logs, and threat intelligence and transforming them into a clear, actionable incident narrative.



Key capabilities:
- Correlates alerts and data across sources
- Builds structured investigation stories
- Highlights the cause, scope, and impact of each incident
- Connects signals and uncovers patterns.

Massi handles repetitive analysis work, allowing human analysts to focus on critical decisions.

Kindi: Security Reasoning Model

Kindi is a reasoning model fine-tuned on cybersecurity data and investigative workflows.

Key capabilities:
- Performs step-by-step reasoning on incidents
- Produces transparent, explainable conclusions
- Detects attack patterns and evaluates threat relevance


Kindi enhances understanding of “what happened” and “why it happened,” while analysts remain in control.

How they work together

Inovaguard Incident Automation collects and enriches alerts, logs, and threat intelligence.

Massi takes this enriched data and structures it for investigation.

Kindi analyzes the evidence with step-by-step reasoning and produces clear, explainable conclusions.

Analysts review and validate the results, strengthening accuracy through continuous feedback.

This workflow accelerates investigations while maintaining clarity, control, and human oversight.

Take Control of Your Investigations

Massi and Kindi give your team a clear, actionable view of every incident. By combining AI reasoning with human expertise, your analysts can investigate faster, reduce alert fatigue, and make more confident security decisions.

Get Started with INOVAGARD MDR

Let us show you why Inovaguard MDR is the top choice for endpoint protection.

With Inovaguard MDR, you can:

Identifiy and block sophisticated threats.
Use deep learning to detect new and unknown malware and exploits.
Stop ransomware attacks before they spread.
Detect and prevent malicious activities in real-time.
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