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Unspoken Burden of Automation: Playbook Fatigue

Nov 3, 2025
2 min read

Updated: Jan 21

For many security teams, the surge of alerts is less of a technical hurdle and more of a procedural bottleneck. While automation and AI based solutions handle the simple alerts, complex investigations still require manual intervention that is often inconsistent, slow, and prone to human error.

Current solutions like massive SOAR platforms often prove too complex to maintain or fail to address the nuanced "human" side of an investigation, and require heavy maintenence to manage all the nessecary integrations and tracking playbooks execution status.

Note: This is a simulated case study designed to illustrate how our solution handles this challenge. While based on typical data, the characters and events are hypothetical.

The company

170 employees
Western Europe
Security team: SecOps manager and 3 secuirty analysts.

Challenges

High volume of complex alerts requiring manual triage
Vague written playbooks that are hard to automate
Frequent edge cases that transform "unusual" anomalies into a daily operational reality
Difficulty aligning manual steps with evolving internal security policies

In this scenario, the lead analyst in a suspicious login investigation used Max to verify which specific business risks were associated with the affected account’s access levels. Max provided the analyst with tailored guided-questions that were based on their unique cloud architecture.

The result was a streamlined investigation that followed company policy to the letter without the usual back-and-forth delays, quick resolve and a detailed investigation report. Max has become a constant collaborator in many other investigations, especially edge-cases and alerts related to sensitive assets.

Outcome

Reduced the average time to conclude manual investigations.
Decreased unnecessary service downtime due to more accurate "business-first" decision-making during threat mitigation.
Senior analyst saved time and effort previously spent peer-reviewing junior triage work.
The team reported a significant increase in internal "cyber-literacy," using Max's guided questions as a roadmap for learning best practices.

Key takeaways

Structured guidance is often more valuable than raw automation, especially when human judgment and business context are required.
Sometimes the missing link is simply an accessible "single source of truth" for your own policies and network.
A guided flow not only solves the immediate alert, but acts as a continuous training tool that elevates the entire team's technical maturity.

The mid-market angle

In the mid-market sector, security teams are often "stretched thin," forced to balance high-level strategy with the day-to-day reality of alert monitoring. Unlike large enterprises with extensive resources, these teams cannot afford the luxury of specialized sub-teams for every type of threat. A single mistake in judgment can lead to unnessecary downtime or a missed breach, yet the resources to build and maintain automation aren't always there.

This creates a dangerous gap where the speed of business outpaces the team's ability to investigate accurately.

Max levels the playing field by providing the expert-level structure and context that mid-market firms need to stay resilient. It demonstrates that with the right guidance, a smaller team can perform with the precision and speed of a much larger organization.