OTM Cyber Launches Mayfly

The security market is full of AI claims right now.

Some are thoughtful. Many are loud. Most still leave an important question unanswered: what is AI actually improving inside the security operations center?

For OTM Cyber, that answer is Mayfly.

Mayfly is now live inside OTM Cyber's SOC operations. It is our AI-assisted SOC capability, built to support the human analysts who deliver the monitoring, investigation, escalation, and response guidance our clients already rely on.

Mayfly does not replace analyst judgment. It does not turn the SOC into a black box. It does not remove accountability from the people responsible for making operational decisions.

It strengthens the work around human judgment.

That distinction matters. Security operations teams are dealing with more alerts, more tools, more sources of context, and more pressure to make accurate decisions quickly. Analysts are expected to move fast, but they are also expected to understand the environment, confirm what matters, avoid unnecessary escalation, and provide clear next steps.

In mission-critical environments, that challenge is even sharper. Public safety, critical infrastructure, and government organizations do not have the luxury of vague security output. They need clarity. They need consistency. They need support that improves readiness rather than adding noise.

At a glance

• AI-assisted, human-led: Mayfly supports analyst work without taking accountability away from the SOC.
• Context-focused: It helps gather relevant signals, case history, related activity, endpoint context, and operational notes into a clearer investigative picture.
• Built for visibility: Analysts can see what has been reviewed, what still needs attention, and where human judgment is required.
• Designed for mission-critical operations: The capability supports public safety, critical infrastructure, and government environments where clarity and continuity matter.

What Mayfly changes inside the SOC

When an alert or investigative question needs attention, one of the biggest challenges is context.

A single event rarely tells the whole story. Analysts often need to look across alerts, cases, users, systems, prior activity, customer context, endpoint details, service coverage, and operational history before they can make a useful assessment. That work is important, but it can also be time-consuming and fragmented.

Mayfly helps with that work. It supports analysts by helping assemble the surrounding context, organize relevant evidence, and prepare a clearer picture of what may be happening.

• Gathering and organizing relevant alert, case, user, system, and customer context.
• Surfacing related activity so analysts can see whether a signal is isolated or part of a wider pattern.
• Helping prepare case material and follow-up notes for human review.
• Reducing investigation friction without hiding the reasoning process.
• Making it easier to identify where the next human decision belongs.

That improves speed, but speed is not the only goal. A fast but shallow investigation is not good security operations. A fast but unclear escalation does not help the client. A fast but opaque AI output does not build trust.

Mayfly is designed to improve speed and depth together.

Built around human accountability

One of the risks in the current AI security market is the idea that automation alone is the answer.

Automation can be useful. It can reduce repetitive work, help organize data, and support faster analysis. But in real security operations, especially for organizations with public responsibility, automation cannot be the only value proposition.

Clients need to know how decisions are made. They need to know when a human has reviewed an issue. They need to know that escalation is not happening because a system guessed. They need to know that the service model remains accountable.

What Mayfly does not do

• It does not replace OTM Cyber analysts.
• It does not make the SOC a black box.
• It does not remove human review from operational decisions.
• It does not ask clients to trust an unexplained model output.

Mayfly is not positioned as a replacement for the SOC analyst. It is a capability that helps the analyst do better work. It can help organize evidence, summarize activity, surface related information, support case review, and prepare next steps. But the accountability remains with the people delivering the service.

Why this matters for mission-critical organizations

OTM Cyber serves organizations where security operations are directly connected to operational readiness.

For public safety agencies, a technology disruption can affect emergency services. For critical infrastructure operators, security events can carry operational and public consequences. For government organizations, resilience, accountability, and continuity matter every day.

These environments need more than generic alert monitoring. They need a security partner that understands context, urgency, and the cost of confusion.

By helping the SOC develop stronger context around alerts and investigative questions, Mayfly supports better decisions earlier in the process. It helps analysts understand what is known, what is uncertain, what has already been checked, and what should happen next.

More visibility, not less

One concern with AI in security operations is that it can make the process harder to understand. A tool produces a recommendation. A model generates a summary. A system marks something as important. But the client and analyst are left asking why.

That is not good enough.

Mayfly is built to support visibility. It helps show what was reviewed, what context was considered, what still needs attention, and where human decision-making is required. It supports clearer case development and more useful handoffs. It helps the SOC move through complexity without hiding the work behind vague AI output.

For clients, that means AI is not being used as a curtain. It is being used as a support structure.

Supporting the analyst, strengthening the service

Analyst fatigue is one of the real operational problems in cybersecurity.

Security teams are often asked to process high volumes of information, switch between tools, investigate incomplete signals, and produce clear outcomes under time pressure. That kind of work is demanding, and it is easy for valuable time to be lost in the mechanics of gathering context.

Mayfly helps reduce that burden. It assists with the surrounding work that makes good investigation possible. It helps gather and organize context. It helps identify where deeper review may be needed. It helps prepare case material in a way that supports human decision-making.

That does not make the analyst less important. It makes the analyst better supported.

A practical standard for AI-assisted security operations

Organizations evaluating AI-assisted security operations should ask a practical question: what does the AI actually improve?

• Does it improve investigation quality?
• Does it help analysts move faster without losing context?
• Does it make escalation more useful?
• Does it preserve accountability?
• Does it make the operation more visible?
• Does it help the security team support real decisions?

Those are the questions that matter.

With Mayfly, OTM Cyber is focused on practical operational value: faster investigation, stronger case context, more consistent review, clearer escalation, and better support for human-led security operations.

Mayfly is live

Mayfly is now live inside OTM Cyber's SOC operations.

It is part of how we investigate, review, organize, and prepare security work for the clients we serve. It reflects our belief that AI should strengthen security operations without weakening accountability. It should help analysts do better work. It should make the SOC more capable without making it harder to understand.

The market will continue to make big claims about AI. OTM Cyber is focused on practical operational value.

Mayfly is our next step in that direction: an AI-assisted SOC capability built for human-led security operations, mission-critical environments, and the real work of helping organizations stay prepared.

If your organization wants to understand what human-led, AI-assisted monitoring can mean for mission-critical environments, request a briefing from OTM Cyber.