Dropzone AI Dashboard & Investigation Overview

Nov 17, 2025
5 min read

Your SOC, but finally without the headache.

In the previous article, I talked about how AI is changing SOC operations forever — especially tools like Dropzone AI that automate full investigations.

If you ask me which tools I enjoy working with the most, I will always say CrowdStrike, SentinelOne, and Forensic tools. But recently, one tool has impressed me so much that I genuinely feel like every SOC team should see it at least once.

And that tool is Dropzone AI.

This Article part is all about how Dropzone actually looks and feels when you use it every day.

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The Dropzone Dashboard

When you open Dropzone AI, the first thing you see is the Dashboard.

And trust me — I love simple dashboards. SentinelOne has one of the best UIs, and Dropzone follows the same philosophy: clean, clear, and not overloaded.

The dashboard lets you filter investigations by:

Conclusion (Benign / Suspicious / Malicious)
Priority
Status
Source

This is super helpful when you have multiple log sources connected. You can instantly see:

Where alerts are coming from
Which tools are generating noise
Which sources need tuning
How Dropzone is handling everything in real-time

Lifetime Metrics

You also get three very important metrics:

✔ Lifetime Investigations

Total number of investigations Dropzone has done for your environment.

✔ Lifetime Median TTI

TTI = Time to Investigate. Humans take 30–90 minutes per alert. Dropzone does this in under 20 minutes.

✔ Time Saved

This is your “why am I not doing 24/7 shifts anymore” metric. This is the reason I say AI kills alert fatigue.

Response Metrics (My favourite)

This section shows:

The time between the event happening and Dropzone completing the investigation.

This is 🔥.Because humans simply cannot operate with this speed or consistency — especially at 3 A.M.

And if you want the best results?

Make sure you ingest all logs. Dropzone correlates telemetry across tools — EDR, Identity, SIEM, Cloud — and then produces a final conclusion.

More logs = more accurate investigations.

Finally, the dashboard also includes:

MITRE ATT&CK Correlation

For every alert, Dropzone maps it to relevant MITRE techniques. This is extremely helpful for understanding attacks at a glance.

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Fleet Dashboard — One Console for All Clients

This is a new feature and honestly a game changer for MSSPs.

If you manage many clients with different:

Domains
Tenants
Log sources
Alert volumes

You don’t need to jump into each one separately.

The Fleet Dashboard shows:

Total investigations per client
Priority breakdown
Status breakdown
High-level overview of all environments

Think of it as a master SOC console.

Important: You can only see dashboards here — not individual alerts. To analyze alerts, you still open that specific client’s workspace.

There’s also a search bar on top: Just type the client name → instantly jump into their console.

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Investigation Tab — The Heart of Dropzone

This is where the magic happens.

Whenever an alert comes in (CrowdStrike, SentinelOne, Panther, etc.):

Dropzone picks it up → Triaged
It starts investigation → Running
It finishes and gives a conclusion → Benign / Suspicious / Malicious
It categorizes into → Urgent / Notable / Informational

And then it’s your job to review it.

The Review Workflow

Once Dropzone gives its conclusion:

If you agree→ Approve the review→ Alert moves to Reviewed
If you don’t agree→ Add your own analysis→ Change the category (e.g., benign)

The right side shows:

Queued alerts
Running investigations
Stopped analysis (if you manually stop one)

You don’t have to babysit anything. It runs automatically in the background.

This UI is very clean — honestly easier than CrowdStrike. Dropzone feels more like SentinelOne: simple, smooth, functional.

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Ask a Question — AI Threat Hunting for Humans

This is hands down one of the best features.

You can ask Dropzone anything in human language, such as:

“Was this IP seen with any other user?”

“Did this hash appear anywhere else in the last 30 days?”

“Show me all failed logins from this user across all sources.”

Dropzone will go through every integrated data source:

SIEM
EDR
Identity logs
Cloud logs
Network logs

…and give you a correct answer in under a minute.

I tested it. I checked the logs manually. It was 100% correct.

Search

Result

This feature alone saves hours of manual threat hunting.

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Context Memory — The Brain of the SOC

This part makes Dropzone feel less like a tool and more like a human teammate.

This is one feature I truly love.

Dropzone remembers your actions and your environment context.

Example: You have a user who usually works in Europe but is traveling to the USA for 7 days.

You simply write this in human language:

“akash@cyberengage is traveling to the USA for 7 days. Login from USA is expected.”

Dropzone stores this.

Now, for the next 7 days, if the user logs in from the US, the alert will be marked benign automatically.

It learns from:

Your comments
Your decisions
Your organization context

Seriously… this is next-level SOC automation.

And the best part?

If you mark the same alert type false positive 10 times→ Dropzone will automatically mark it benign next time.

In 20,000+ investigations I observed, Dropzone never missed a true positive. It only produces false positives occasionally, and those are labeled benign — which you can simply approve.

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