MDR Architecture: Symphony or Assembly of Solo Acts?

Most organizations will never see the cyberattack that almost took them down coming; that is, after all, the point. With the average breakout time down to 48 minutes, cybercriminals can enter a network, move laterally, and reach valuable data before a defender even returns from their lunch break.

That leaves cybersecurity teams in a bind: how can they detect and contain a threat before it penetrates deep into their environment?

Reactive-only solutions and slow response times are no longer acceptable when every minute counts. Managed Detection and Response (MDR) solutions are the new gold standard in cybersecurity. Instead of only responding to attacks, they anticipate them and work to make sure organizations never feel the impact in the first place.

MDRs provide 24/7 threat monitoring, rapid incident response (IR), and mitigation capabilities. They combine proactive threat hunting with reactive containment and investigation, filling the gap for organizations that can’t build or staff their own security operations center (SOC).

There is no shortage of MDR vendors. Yet, beneath identical-sounding service menus is an architectural divide: some MDR solutions have engineered their own end-to-end, proprietary platforms, while others stitch together third-party tools wrapped into a single, MDR-branded dashboard.

Understanding the differences and how those impact an organization’s security posture is paramount for leaders making strategic decisions about their organization’s cybersecurity posture.

The Two Approaches to MDR Vendor Architecture

Proprietary MDRs

These providers build their own technology stacks from the ground up, including detection engines, orchestration layers, dashboards, and other components. Every technology is tightly integrated and works together seamlessly. The products are flexible enough to scale and adapt to each client’s unique environment, but the vendor has full ownership over platform design and the user experience.

Third-Party-Based MDRs

These MDRs are assembled by integrating off-the-shelf tools, such as SIEM, EDR, and SOAR, from multiple technology partners. Although services are supplied through a unified dashboard or interface, the vendor is responsible for integrating the components, while the underlying detection and response capabilities remain externally developed and managed.

Both models offer MDR as a managed service, but the under-the-hood architectural differences impact the efficacy, agility, and long-term value.

Advantages of Proprietary MDR Architecture

Proprietary MDR platforms present several compelling advantages for organizations, particularly in performance, consistency, and predictability.

Unified Data and Detection Pipeline

Control over the entire data flow — from ingestion to analysis — enables seamless normalization, enrichment, and correlation. Eliminating external tool and API constraints brings more visibility and richer analysis, producing faster, more effective threat resolution.

Optimized Performance and Speed

Native integration across proprietary platform components reduces latency in alert processing, incident investigation, and response — all critical factors in minimizing the impact of an attack. The level of cohesion also lends itself well to complex environments like multi-cloud deployments, where speed and comprehensive visibility are essential.

Integrated Innovation

Adding new AI models, automation, and behavioral analytics is smoother when the vendor controls the full stack. Innovations are deployed across the entire platform without compatibility issues or integration gaps.

More Predictable Experience

When tools aren’t sourced externally, there’s less variability due to third-party licensing, version changes, or integration problems. That, combined with consistent workflows and user interfaces, makes it easier to maintain operational continuity.

Clear Accountability

A single company is responsible for uptime, updates, and troubleshooting with a proprietary MDR platform. When issues arise, organizations have one point of accountability for security outcomes, platform performance, and support.

Drawbacks of Proprietary MDR Solutions

While persuasive, proprietary architectures aren’t without trade-offs.

Potential for Vendor Lock-In

It may be difficult to switch providers or integrate new tools, leading to long-term dependency on a single vendor and potentially higher costs if portability becomes necessary. Others, however, are designed with flexibility in mind and do not impose these constraints.

Blind Spots

Detection abilities may be limited to the data sources and integrations defined by the vendor, potentially leaving gaps in visibility.

Tooling Trade-Offs

If the MDR vendor doesn’t support a specific third-party tool already in use, the organization may need to use a workaround, adapt, or replace parts of its security stack.

Advantages of 3rd-Party-Based MDR Solutions

Third-party-based MDR vendors offer a different kind of value, primarily through rapid access to cutting-edge technologies.

Access to Best-of-Breed Tools

By integrating leading tools from multiple providers, these vendors can offer top-tier and more diverse security features.

Rapid Innovation

Third-party tools often incorporate emerging technologies faster, driven by competitive market dynamics and specialized R&D investments.

Tech Agnosticism

Some third-party MDR vendors can integrate with existing tools and workflows, minimizing disruption. However, this varies widely depending on the vendor’s integration capabilities and supported technologies.

Broader Data Source Compatibility

Certain third-party architectures can ingest from a wide range of data sources, potentially improving visibility. That said, coverage ultimately depends on the specific tools in use and their supported integrations.

Risks and Limitations of 3rd-Party-Based MDR Architecture

However, assembling MDR from multiple third-party tools introduces its own set of challenges.

Fragmented Integration

Multiple tools create seams. Poorly integrated systems can create data silos, slower response times, or even introduce new vulnerabilities due to complex interdependencies.

Inconsistent Detection Quality

Without a unified detection engine, efficacy depends on the capabilities of each tool’s logic, which may contribute to uneven coverage and missed threats.

Tool-Level, Not Platform-Level Innovation

Each integrated tool evolves at its own pace based on the priorities of its vendor. As a result, enhancements in analytics or automation, for example, only apply to one part of the MDR stack, which can limit the overall impact compared to unified innovation across a proprietary platform.

Limited Flexibility and Scalability
Since these vendors don’t own the underlying tools, they have limited control over functionality and the development roadmap. Many of the components were designed for single-tenant use and subsequently retrofitted for multi-tenant environments, which can hinder scalability and performance as client needs grow.

Reliance on Tool Vendors

The MDR’s ability to deliver results is constrained by third-party APIs, license terms, and support, which can impact service quality and responsiveness.

Delayed Incident Response

In emergencies, the patchwork model can introduce delays. Tools may need to “talk to each other,” slowing down resolution and increasing risk exposure.

Data Analysis Inconsistencies

If each tool logs or structures data differently, it can hinder analysis, correlation, investigation, and threat modeling accuracy.

Data Privacy Concerns

Every additional third party increases the risk of data exposure and complicates compliance with privacy regulations.

Strategic Implications for Security Leaders

Choosing an MDR is not just about response times or threat coverage; what powers those deliverables is equally important.

Security leaders must look under the service wrapper and ask: is the MDR service built on a tightly integrated, purpose-built stack—or is it a bundle of third-party tools?

The architectural model affects core capabilities like:

  • Incident Investigation Speed: How quickly can the platform correlate data and triage threats?
  • Root Cause Analysis: Does the architecture generate deep, contextual insights?
  • SLA Enforcement: Can the provider truly control and support the entire stack, or does responsibility blur between multiple vendors?
  • Platform Extensibility: Can the solution evolve with the organization’s needs and integrate emerging technologies?
  • Vendor Reputation and Expertise: Beyond technology, does the MDR have the expertise and support team to deliver on its promises?
  • Integration with Existing Infrastructure: How well does the MDR platform align with current security tools and workflows?

Architecture Is the Hidden Decider

At first glance, MDRs can look similar, but their architecture determines how threats are detected, how fast incidents are resolved, and how resilient the system is under pressure.

Threats are evolving at breakneck speeds. Security platforms need to be cohesive, agile, and increasingly autonomous to stay ahead of attackers. Proprietary MDR platforms built end-to-end with a unified vision deliver more consistent, scalable, and future-proof outcomes than solutions assembled from disparate third-party tools. Choosing an MDR with the right foundation now will dictate an organization’s resilience in the future.

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