The MDR Margin Math, and the Play That Fixes It

If you resell managed detection and response today, you already know the numbers are moving against you. Analyst pay is up. Senior talent is scarce and getting poached faster than you can backfill it. Customers still expect 24×7 coverage and tight SLAs. And the margin on the MDR line, once a reliable annuity, is thinning across the region.

None of that is a management problem you can solve with better hiring. It's a structural problem with the model: humans staffing a SOC around the clock, at wages that only go one direction, defending an attack surface that's growing faster than any team can scale.

There is a better model to resell, without building anything.

Two tiers, two cost curves

Legacy MDR and Managed Autonomous Defense & Remediation (M-ADR) look similar on a slide, both promise 24×7 coverage and a managed outcome. The economics underneath are not the same shape at all.

• Legacy MDR is a labor cost. Coverage scales by hiring analyst, L1 triage, L2 investigation, L3 response. More customers, more incidents, more headcount. Margin is whatever's left after payroll, and payroll only goes up.
  
  
• M-ADR is a platform cost. Agentic AI runs the hunt-to-remediation loop at machine speed; the human team governs and audits rather than executes every ticket by hand. Coverage scales with the platform, not the headcount, so margin holds as the book grows.

That's the category shift in one sentence: MDR margin is capped by how many analysts you can hire and retain. M-ADR margin is capped by neither, which is exactly why the category is moving.

Why fixed per-asset pricing matters more than it sounds

Here's the detail commercial teams underprice when they first hear it: Sevii's model is fixed per-asset, with no AI token costs. That sounds like a procurement footnote. It's actually the difference between a predictable renewal and a nasty one.

Attack volume doesn't arrive evenly. It comes in swarms, a campaign hits a vertical, a botnet spins up, a zero-day drops on a Friday. Any AI-assisted service priced by usage or by token gets expensive exactly when your customer is under the most pressure, and exactly when they're least able to absorb a surprise invoice. Fixed per-asset pricing means the number you quoted is the number you bill, attack swarm or quiet quarter.

For you, that's a renewal conversation that doesn't require an apology.

Legacy MDR vs. M-ADR, side by side

Figures reflect Sevii customer-engagement data and case results; individual results vary by environment.

The play: sell the outcome, not the build

You don't need to hire analysts, build a SOC, or take on 2 a.m. coverage to offer this. Our Embedded M-ADR managed service puts a seasoned delivery team, behind your brand: embedded alongside your team, or fully white-labeled as your own service.

• You keep the customer relationship and a margin share on every account, indefinitely.
• We carry delivery, the 24×7 operation, the platform, the governance, etc. so your P&L never absorbs SOC headcount.
• Your customer gets minutes, not hours, at roughly half the cost of a comparable legacy MDR engagement.

For sales teams, that's a cleaner pitch than anything you're running today: better outcome, lower cost, same relationship, and a service you can quote with a fixed number instead of a caveat.

What commercial teams ask first