Redefining Detection Engineering and Threat Hunting with RAIDER

Modern security teams face an undeniable truth: Data is everywhere, time is scarce and threats never pause. Analysts sort through a constant stream of alerts, logs and intelligence, yet the volume and manual effort required to interpret that information make it difficult to stay ahead of attackers.

This is the gap Rackspace Advanced Intelligence, Detection and Event Research (RAIDER) was built to close.

The problem we set out to solve

Security analysts often operate in a reactive cycle. They spend hours reviewing threat reports, writing detection queries and mapping behaviors to frameworks like MITRE ATT&CK. Detection engineering work takes longer than it should, and approaches often differ from one analyst to another. Those gaps give attackers room to move before defenses can respond.

The operational effects are immediate. Detection and response slow down, false positives increase and teams struggle to scale without adding headcount. The Rackspace Cyber Defense Center needed a way to convert threat awareness into actionable defense and make detection engineering faster, smarter and repeatable.

Enter RAIDER

RAIDER goes beyond traditional tooling by elevating how security operations work. It accelerates analysis, sharpens detection quality and gives teams the advantage they need to stay ahead of threats.

Built as a fully custom back-end platform, RAIDER unifies threat intelligence, streamlines detection engineering workflows and enables proactive threat research. By centralizing how detection logic is created and enriched, it strengthens defense readiness and elevates the speed and consistency of security operations.

What makes RAIDER a game changer

1. Unified detection engineering and threat research
RAIDER removes the friction of fragmented workflows by bringing intelligence, detection logic and enrichment into one platform. Analysts move with clarity and efficiency.

2. AI-driven detection engineering
Powered by the Rackspace AI Security Engine (RAISE), our advanced AI and large language models, RAIDER automates high-quality detection rule creation. Analysts provide intent and context, and RAIDER generates platform-ready detections aligned to frameworks like MITRE ATT&CK in minutes. The result is scalable, standardized and repeatable detection engineering.

3. Intelligence-led detection logic
RAIDER strengthens detection quality with intelligence that reflects real attacker behavior. Techniques and tactics map directly to MITRE ATT&CK, helping analysts build detections that anticipate and counter relevant threats.

4. Contextual enrichment
Each detection includes supporting detail on attacker techniques, tools and behaviors. This context helps analysts understand the reasoning behind a rule and how it protects against emerging patterns.

5. Built for the ecosystem
RAIDER integrates seamlessly with cloud-native platforms like Microsoft Sentinel, allowing detections to move from research to production without friction.

The business impact

RAIDER delivers tangible gains for security teams:

• Speed: Cuts detection development time by more than half, reducing MTTD and MTTR
• Accuracy: Intelligence-led detections reduce false positives and wasted effort
• Scalability: Expands team capacity without increasing headcount
• Proactive defense: Shifts your organization toward intelligence-driven security

These gains strengthen resilience and sharpen operational precision.

What’s next for RAIDER

RAIDER continues to expand with new capabilities, including:

• Specialized MITRE TTP detection packs for high-priority techniques
• APT-focused detection repositories tied to known adversary behaviors

Why RAIDER matters

RAIDER gives security teams an immediate advantage by turning detection engineering into an intelligence-led discipline that keeps pace with how attackers evolve. It helps organizations move from reactive activity to proactive defense, replacing manual effort with smarter, faster and more consistent detection. That’s RAIDER.

Learn more about RAIDER and our other cybersecurity capabilities.