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7AI vs. Traditional MDR

Managed detection was built on people doing machine work. 7AI pairs machine speed with expert oversight.

app.sevenai.com / investigation / summary
Bridge Rock Resources ESCALATED MALICIOUS
Due to malicious PDF attachment behaviors (attempted javascript execution, links to suspicious URLs)
Email
‘Bridge Rock Resources’
Urgent language and request for action
Malicious file attached
Benign URL link
File
bridge_rock_resources.pdf
Links to suspicious URLs
Attempted javascript execution
Hash reputation inconclusive
User
jackson@okami-ai.com
Jackson Miller
Traveling Salesman, Business Development
Risk level: Medium

Why teams start looking

Teams switch providers every couple of years. The reasons rarely change.

The pattern repeats across the industry: response times that stretch as the queue grows, results that vary with whoever picked up the case, conclusions delivered without the work behind them, and alert types the service was never built to cover. None of it is bad faith. It is what happens when the operating model is people doing machine work at human speed.

Two models

What changes when the machine work goes to machines, and the experts do expert work.

01 / The model

People doing machine work.

A traditional service scales with headcount. Investigations take hours because a person runs each one, quality varies by analyst and by hour, and coverage stops at the alert types the service was designed for. Analysts burn out doing repetitive triage, and the churn shows up in your outcomes.

  • Hours per investigation, because a human runs each step.
  • Consistency depends on who is on shift.
  • Out of scope alert types stay yours to handle.
The human queue model
AlertQueueAnalyst picks it upHours passVerdict, work not shown

Outcomes are bounded by analyst availability, and the reasoning stays inside the provider.

The agentic model
AlertAgents investigate in minutesReadable conclusionExperts on the loop

7AI agents do the machine work at machine speed. Experts review, tune, and take the decisions that need a person.

02 / Speed

Minutes. Every alert. Every time.

7AI investigates every alert to a conclusion in minutes, with identical rigor at any hour and any volume. No queue, no sampling, no coverage carve outs. The consistency a human rotation cannot deliver is exactly what agents are for.

  • Every alert investigated end to end, around the clock.
  • The same quality at any volume.
  • False positives eliminated before they reach your team.
app.sevenai.com / investigation / summary
Bridge Rock Resources ESCALATED MALICIOUS
Due to malicious PDF attachment behaviors (attempted javascript execution, links to suspicious URLs)
Email
‘Bridge Rock Resources’
Urgent language and request for action
Malicious file attached
Benign URL link
File
bridge_rock_resources.pdf
Links to suspicious URLs
Attempted javascript execution
Hash reputation inconclusive
User
jackson@okami-ai.com
Jackson Miller
Traveling Salesman, Business Development
Risk level: Medium
03 / Transparency

No black box. Read the work.

Every 7AI investigation is open: the mission each agent carried, the tools it ran, the exact request and response, and why it concluded what it did. And behind the platform, PLAID ELITE experts keep humans on the loop around the clock, reviewing, tuning, and owning the moments that need a person.

  • Every step of every investigation, readable.
  • Evidence traced to its artifact, not a verdict to trust.
  • Elite experts behind the platform, 24x7.
app.sevenai.com / investigation / report

Agentic Investigation Report

Step-by-step investigation findings and agent analysis

MISSIONINPUTTOOLS7AI CONCLUSION
Fetch the reported email from the server and parse it to extract headers, body, and attachments, preparing the message for analysis. No conclusions about the email's nature are made at this stage.
MS Sentinel AlertBridge Rock Resources
ran Fetch Email
Request
emailAddr: jackson@okami-ai.com
internetMessageId:
Response
Subject: Bridge Rock Resources

Hello Jackson,

We detected unusual activity on your account during a routine security check. As part of our commitment to keeping your information safe, we need you to verify your account immediately. Failure to verify will result in limited access to your account.
Please review the attached document for details of the flagged activity and follow the secure link below to confirm your account information:

Verify Account Now [https://rockbridge.cc/resource-library/]

Attachment: bridge_rock_resources.pdf

For your security, we recommend completing this process within the next 24 hours to avoid any disruptions.

Sincerely,
Emily
Account Manager at Bridge Rock Resources
Tool summary
Fetched email with internet message ID . Email size is 213315

The reported email was fetched and parsed, extracting key artifacts such as email addresses, domains, a URL, the email body, an attachment, and file hashes. These elements are essential for assessing potential phishing or malicious content.

Coexistence, by design

Three ways teams make the change.

Some organizations move everything at once. Many do not, and the platform is built for both. Your current provider and 7AI can split the work while you decide.

Path 01

Replace entirely

7AI with PLAID ELITE carries the full managed motion: every alert investigated, response executed, experts on the loop around the clock.

Path 02

Split by use case

7AI takes the high volume domains such as endpoint, identity, and email triage. Your existing provider keeps the use cases you choose, or the reverse. Clean lines, no overlap.

Path 03

Transition over time

Start 7AI in parallel, compare conclusions on the same alerts, and shift scope as the results earn it. The overlap period is the proof.

Proof at scale

Machine speed, proven in production.

Investigations7M+Completed to a conclusion
Analyst time521Analyst years given back
Cost$59.9MAnalyst cost reclaimed
Backing$166MTotal Funding

Questions

7AI and MDR, answered.

Is 7AI an MDR?

7AI is agentic security: AI agents investigate, respond, and hunt at machine speed, and PLAID ELITE adds around the clock expert oversight with humans on the loop. Teams use it where they previously used a managed service, with the machine work done by machines.

Does 7AI replace my MDR?

It can. Some customers replace their provider entirely. Others split coverage by use case between 7AI and their existing service. Others run both in parallel and shift scope as results come in. All three paths are common.

Who is watching at 2 AM?

Agents investigate every alert the moment it fires, at any hour. PLAID ELITE experts stay on the loop around the clock for the decisions that need a person. Nothing waits for a shift change.

How fast are investigations?

Minutes per alert, consistently. Agents take each alert from source to an explainable determination with evidence attached, at any volume, without a queue.

Can I see how a conclusion was reached?

Yes, always. Every step is open: the agent mission, the tools run, the exact request and response, and the reasoning. Transparency is architectural, not a report you request.

What about alert types outside normal coverage?

Coverage is not a fixed menu. Agents investigate across domains, and Skills let the platform take on bespoke sources and procedures that packaged services typically leave out of scope.

See it on your alerts

Run 7AI next to your current service.

A guided demo of the full platform, then a side by side on your own alerts. The overlap period is the proof.