– Aimei Wei, Chief Technical Officer and Founder
San Jose, Calif. – Oct. 30, 2025
Every security leader faces the same question: what should be at the core of a modern SecOps platform? CrowdStrike, SentinelOne, and others argue for an endpoint-first approach: start with EDR, then bolt on SIEM and any NDR. At Stellar Cyber, we believe the stronger foundation comes from SIEM + NDR, plus any EDR.
Both approaches claim to unify. Both promise visibility across the kill chain. But the real difference lies in where you anchor your architecture—and that choice matters if you’re serious about building toward a human-augmented autonomous SOC.
Why EDR-first sounds attractive—but has limits
EDR gained traction because endpoints are everywhere: laptops, servers, cloud workloads, and now IoT and OT devices. Vendors like CrowdStrike and SentinelOne built powerful ecosystems around endpoint telemetry, and for many organizations, it was the fastest way to catch advanced threats.
The endpoint view, however, is inherently limited.
That’s why EDR-first platforms eventually try to add SIEM or NDR. But the architecture still treats EDR as the primary source of truth—and that’s where the blind spots creep in.
Why SIEM + NDR + Any EDR is a better foundation
If your goal is operational efficiency and a path toward autonomy, you need to see the whole picture from the start. That’s why Stellar Cyber emphasizes SIEM + NDR as the core, with the ability to ingest any EDR.
Here’s why that approach is stronger:
The result: logs (intent) + packets (behavior) + endpoints (activity). This three-dimensional view ensures you’re not over-rotated toward one data source.
Human-augmented autonomy starts with balance
The industry talks a lot about the autonomous SOC—where AI handles repetitive tasks and humans focus on high-value decisions. But autonomy only works if the AI has a balanced data foundation. Feed it only endpoint data, and your AI will skew toward endpoint-centric patterns. Feed it logs and packets as the core, and the AI sees broader patterns that span identities, applications, and lateral traffic.
This balance is what enables the human-augmented SOC:
When your core platform is SIEM + NDR + Any EDR, you’re setting up AI to be smarter, more complete, and less biased—so human analysts can trust it.
Cost control and operational reality
Another practical advantage: cost and flexibility.
If you anchor your SOC in an EDR-first model, you’re tied to that vendor’s licensing and ecosystem. Want to change EDRs? You risk breaking the core of your SecOps stack. That’s why so many vendors acquire rather than build NDR or SIEM—they’re trying to bolt on missing pieces without giving up control of the endpoint anchor.
By contrast, SIEM + NDR at the core is agnostic to the endpoint vendor. You can run CrowdStrike today, switch to Microsoft tomorrow, or support multiple EDRs across subsidiaries. Your SOC workflows, dashboards, and AI correlation don’t break. And because network and log collection scale more efficiently than deploying new endpoint agents everywhere, you often save on both licensing and operational overhead.
A story from the field
One SecOps manager recently shared their experience with us. They started with an EDR-centric platform because it seemed easiest. Over time, they realized their analysts were still chasing ghosts—alerts without network validation, incomplete incident timelines, and missed credential attacks.
When they shifted to Stellar Cyber’s SIEM + NDR foundation, keeping their existing EDR, the change was immediate. Alerts became richer because network evidence and log context surrounded every endpoint event. Analysts trusted the incidents they worked on, triage times dropped by more than half, and leadership finally saw the cost efficiency they’d been promised.
That’s the kind of operational shift you can only achieve when the core is built to unify broadly, not narrowly.
The path forward
The debate between EDR + SIEM + any NDR and SIEM + NDR + any EDR isn’t just semantics. It’s about where you start, what you anchor on, and how flexible your future becomes.
An endpoint-first strategy keeps you tied to a single lens. A log-and-network-first strategy opens the aperture and lets you add any endpoint lens you choose. That’s the foundation for the human-augmented autonomous SOC—where AI scales your SecOps capabilities, and humans keep control of judgment and strategy.
At the end of the day, the scariest threats don’t live only on endpoints. They unfold across logs, packets, and identities. Build your SOC on that truth, and you’ll not only stop threats faster—you’ll get there with the cost control, flexibility, and autonomy your business demands.
– Aimei Wei, Chief Technical Officer and Founder
About Stellar Cyber
Stellar Cyber’s Open XDR Platform delivers comprehensive, unified security without complexity, empowering lean security teams of any skill level to secure their environments successfully. With Stellar Cyber, organizations reduce risk with early and precise identification and remediation of threats while slashing costs, retaining investments in existing tools, and improving analyst productivity, delivering an 8X improvement in MTTD and a 20X improvement in MTTR. The company is based in Silicon Valley. For more information, visit https://stellarcyber.ai.
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