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Analyst Research
AI SOC for MDR: The Structural Evolution of Managed Detection and Response
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Preemptive AI-Native Security Operations
Stop chasing alerts.
Start preventing incidents.
Stop chasing alerts.Start preventing incidents.
AiStrike analyzes live telemetry, detection rules, and SOC workflows to identify real threats before they become incidents.
Where AiStrike Fits
Built for your stack. Built for outcomes.
AiStrike layers on top of your existing stack to deliver AI-native security operations — no rip and replace, no months of deployment.
Your Existing Security Stack
Threat Intelligence
SIEM / SOAR
Cloud Security
Identity
Environment Context
Security Tools
AI Security Intelligence Layer
AI-NATIVE SECURITY
OPERATIONS PLATFORM
OPERATIONS PLATFORM
Detection
Threat Intelligence
Investigation
Response
Threat Hunting
Custom Automation
Security Outcomes
Prevent
Close exposure gaps before
attackers exploit them.
Detect
Continuously strengthen detection coverage across your environment.
Investigate & Respond
Accelerate investigations and response with AI-driven automation.
Manage Risk
Provide leaders with clear
visibility into cyber risk and
security posture.
Trusted by
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$100B+ Global
Semiconductor Leader
Semiconductor Leader
Why AiStrike?
Unified, not stitched together
One platform across the full security operations lifecycle not disconnected tools bolted together after the fact.
Preemptive, not just reactive
AI-driven security operations that hunt threats, strengthen detections, and stop attacks before they escalate.
No rip-and-replace.
AiStrike layers seamlessly on top of your existing SIEM, cloud, IAM, and security tools. Keep what works — we make it smarter.
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Case Study
How Sunrun Transformed Security Operations with AiStrike
“As a small team in a complex hybrid environment, we were buried in alerts and spending too much on an MDR service that wasn’t giving us real value. AiStrike changed that — it cut escalations by more than half, integrated smoothly with our existing tools, and gave our analysts the context they need to respond in minutes instead of hours.”
100%+
Investigation coverage across hybrid environment
90%+
Fewer escalations to the
in-house team
in-house team
<10 Min
Mean Time to Investigate
60%+
Reduction in cost compared to outsourced MSSP model
The AiStrike Difference
DETECTION ENGINEERING
Close Detection Gaps
Alert fatigue is only a symptom. AiStrike fixes the root cause by continuously strengthening detection coverage across your environment.
- Auto-create and tune detections
- Identify missing telemetry and coverage gaps
- Proactively hunt emerging threats
Investigations That Go Beyond Speed
Investigate Threats with
Full Context
Full Context
Speed alone isn’t enough. AiStrike correlates detections with identity, asset, and behavioral context to reveal the complete attack story.
- Map activity into MITRE ATT&CK attack chains
- Identify root cause through behavioral analysis
- Resolve alerts with higher confidence and fewer escalations
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RESPONSE AUTOMATION
Automate Response Without Losing Control
AiStrike combines response automation with case management so security teams can contain threats faster while maintaining full control.
- AI-driven response for routine, high-volume events
- Analyst-in-the-loop approval for critical actions
- Deterministic playbooks for regulated environments
THREAT INTELLIGENCE
Turn Threat Intelligence into Action
AiStrike continuously analyzes global threat intelligence to strengthen detection capabilities and enable proactive defense.
- Track evolving threat patterns across your environment
- Automatically hunt for hidden attacks
- Generate detections for emerging and zero-day threats
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Trusted By Security Leaders
We partnered with AiStrike to bring AI-native cybersecurity to organizations that need stronger outcomes without the cost and complexity of traditional MDR. AiStrike significantly reduces alert noise, accelerates detection, and enables us to deliver a more efficient and effective SOC for our customers.
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By integrating AiStrike’s AI SOC capabilities with Procern’s expert human-in-the-loop oversight, we deliver faster detection, significantly less alert noise, and a more efficient security operations model. Together, we provide an AI-native approach that improves outcomes while reducing the cost and complexity of traditional MDR.
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When we relied on traditional MDR, our team spent most of its time chasing false positives and justifying costs. With AiStrike, only alerts that truly matter reach our team. We’ve cut costs in half, improved coverage, and now have a single place to investigate and respond. For the first time, our security operations feel proactive and future-ready.
AiStrike has been one of the most agile and adaptive technology partners we’ve worked with. Beyond the strength of the platform, the team’s focus on real business outcomes has driven measurable improvements in how we leverage AI across security operations—results we wouldn’t have achieved otherwise.
Federal SOCs are at a critical juncture, facing a deluge of alerts with finite resources. BlueDome, built on AiStrike’s composite AI, transforms this dynamic. By automating the foundational tasks of triage, correlation, and response, we enable analysts to move from reactive chasing to proactive hunting.
AiStrike enables security teams to reduce their mean time to respond by enhancing telemetry analysis using AI and providing more effective prioritization for teams to focus on what matters right now.
Speed is the new currency for cyber. Augmenting our SOC with artificial intelligence now allows us to rapidly analyze vast amounts of threat and vulnerability data to be able to detect, respond to, and mitigate security incidents efficiently, thereby minimizing our overall cyber risk exposure and ensuring cyber resilience.
AIStrike has shown the benefits of leveraging AI to optimize security operations and better utilize valuable staff. If only we had the technology years ago, it might have saved a lot of scripting for automation.
AiStrike has helped us prioritize and act on findings generated by our CNAPP solution. With AiStrike’s shift left mapping, we are able to identify the artifact owner in the CI/CD pipeline and fix issues at the root.
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Enterprise AI for Security Operations
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Composite AI, Not Just LLMs
Multi-modal models combine machine learning, knowledge graphs, and LLMs to deliver deeper context and continuously improving outcomes.
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Cost-Efficient Scale for SOCs
True multi-tenant architecture with horizontal scale and no raw data storage bloat. 100+ native integrations enable fast deployment and rapid ROI.
Secure by Design
Zero customer data used for training. SOC 2 Type II certified with granular RBAC, auditing, and governance built in so trust and compliance never take a back seat.
What’s New
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Latest Resources
All Resources
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Analyst Research
AI SOC for MDR: The Structural Evolution of Managed Detection and Response
Whether you’re looking at emerging vendors, evolving threats, or shifting architectures, our timely, opinionated insights help modern security leaders make smarter, faster decisions.
Read More
Feb 23, 2026
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Blog
The First Step to AI-Native Security Operations: Assess Your AI Readiness
If you have sat in a room recently where the agenda item was 'AI security strategy,' you know how the conversation tends to go. There is broad agreement that AI will reshape security operations. There is real urgency to move. And then someone asks the question that tends to slow everything down: where do we actually start?
Read More
March 9, 2026
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Blog
From SIEM to AI Fabric: The Next Evolution of Security Operations
The Single-SIEM SOC Is Over. Here’s What Comes Next.
Read More
March 8, 2026
Blog
The Real AI SOC Problem: Detection Quality, Not Alert Volume
Over the last year working with SOC teams, one thing has become clear to me: we don’t just have an alert volume problem, we have a detection quality problem.
Read More
February 19, 2026
Case studies
How Sunrun Transformed Security Operations with AiStrike
Transforming to an AI-Powered Self-Improving SOC
Read More
October 28, 2025
Case studies
Global Software Design Company Leverages AiStrike to Investigate Cloud Alerts
Global Software Design Company Leverages AiStrike to Investigate Cloud Alerts
Read More
October 2, 2024
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News
AiStrike Takes on Alert Fatigue with Continuous Detection Engineering at RSA 2026
AI-native platform improves detection quality to cut alert noise, eliminates detection blind spots, and maximizing SIEM ROI through continuous optimization
Read More
March 23, 2026
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News
AiStrike Launches AI-Native MDR to Replace Traditional Managed Detection and Response
SAN FRANCISCO, CA – [02-04-2026] – AiStrike, an AI-native cyber defense platform built for modern security operations, today announced the launch of AiStrike MDR, an AI-powered Managed Detection and Response (MDR) service designed to replace traditional, human-heavy MDR with an AI-led, expert-guided operating model built for scale, speed, and measurable outcomes.
Read More
February 4, 2026
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News
AiStrike Raises $7M to Accelerate AI-Native, Preemptive Cyber Defense
The era of purely reactive security operations is over. AiStrike, a cybersecurity company pioneering AI-native, preemptive cyber defense, today announced it has raised $7 million in Seed funding to scale its agentic AI platform for security operations. The round was led by Blumberg Capital, with participation from Runtime Ventures, Oregon Venture Fund, and strategic angel investors.
Read More
January 21, 2026
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News
Harsh Patwardhan Joins AiStrike as Chief Technology Officer
Reuniting a Proven Leadership Team to Build the Future of Autonomous Security Operations.
Read More
July 22, 2025
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News
AiStrike Announces AI Agents for Detection Optimization, Advancing the Complete AI-Augmented SOC
San Francisco, CA – April 14, 2025 – AiStrike, the AI SOC automation platform transforming cybersecurity operations, today announced the launch of its AI Agents for Detection Optimization—a first-of-its-kind capability that helps security teams improve detection quality, eliminate blind spots, and reduce alert noise by automatically identifying coverage gaps and tuning detections in real time.
Read More
April 24, 2025
News
Cloud Security Operations Leader AiStrike Launches AI-Powered Cloud Security Investigation and Response Solution on AWS Marketplace
Exploring the advantages of utilizing a CMS for website management.
Read More
June 11, 2024
News
AiStrike Emerges from Stealth to Solve Cloud Security Investigation and Response using AI-powered Automation
Guidelines for selecting the most suitable CMS for your project.
Read More
May 22, 2024
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Datasheets
Preemptive AI SOC Platform for MSSPs
MSSPs are under constant pressure to support more customers and increasingly complex environments while maintaining consistent response, coverage, and service quality. Traditional MDR models rely heavily on manual investigation, detection tuning, and analyst-driven workflows, making it difficult to scale operations and deliver proactive outcomes across tenants.
Read More
Feb 23, 2026
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Datasheets
Preemptive AI SOC Platform
Security teams are overwhelmed by alert volume while real threats still slip through. Traditional SIEM and XDR platforms generate high-noise signals, and many AI SOC tools focus on faster triage without addressing detection gaps or true risk exposure.
Read More
May 6, 2024
Solution Briefs
AiStrike for AWS
Cloud infrastructure today is the primary target for malicious actors. The risk of exposure of cloud assets continues to grow as organizations expand their cloud footprint and new cyberattacks targeting cloud infrastructure emerge.
Read More
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White Papers
CISO Guide: AI-Automated Cloud Security Operations
This guide provides CISOs with a comprehensive understanding of how AI-driven automation can revolutionize cloud security operations, enhancing both efficiency and effectiveness.
Read More
All Resources
AI SOC, Done Right
Close the Blind Spots
See how AiStrike continuously learns from investigations and response actions to strengthen detections, improve coverage, and stop threats earlier.
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Building an internal SOC team
with Tier 1 analysts to provide
24x7 coverage.
with Tier 1 analysts to provide
24x7 coverage.
Expanding AI features
from their existing
SIEM provider.
from their existing
SIEM provider.
Trialing other AI SOC vendors
promised efficiency,
delivered less.
promised efficiency,
delivered less.
AiStrike stood out because it went far beyond AI-assisted triage. It delivered end-to-end SOC automation in a single SaaS platform — spanning detection, investigation, response, and proactive threat hunting.
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Comprehensive SOC Fabric
Automation that covers the entire SOC lifecycle: detection engineering, investigation, response, and threat hunting.
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Built-in SOAR + Case Management
A unified system of record, eliminating the need for separate tools.
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Human-in-the-Loop Learning
Continuous improvement as AiStrike tunes detections and investigations with analyst feedback.
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Threat Exposure Analysis
Intelligence from 100+ sources (Mandiant, Unit 42, Verizon DBIR, and more) drives proactive detections against emerging threats.
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Agentless SaaS Deployment
Fast, seamless onboarding; operational in just two weeks without heavy infrastructure or agents.
Rapid Integration
Connected with Sunrun’s SIEM and CNAPP platforms as primary alert sources.
Seamless Notifications
Integrated with email and Slack to deliver real-time case alerts and streamline analyst workflows.
Context Enrichment
Pulled in data from cloud infrastructure, vulnerability management, identity, and asset sources for deeper investigations.
Time-to-Value
Integration completed in one week; AiStrike was fully operational in two weeks.
“ When we relied on MDR, most of our time was spent chasing false positives and justifying costs. With AiStrike, that changed almost immediately. Every alert is now investigated, and instead of hundreds of escalations, we only see the handful that truly matter. We’ve cut costs in half, improved coverage, and gained a single place to investigate and respond. For the first time, our SOC feels efficient, proactive, and future-ready. ”
Varun Singhal
Director of Information Security, Sunrun
50%+ Cost Reduction
Lower spend compared to the MDR provider, while delivering broader coverage.
80% Fewer Escalations
Noise dropped dramatically, enabling analysts to focus on actionable incidents.
MTTA Under 30 Minutes
Automated case creation and Slack/email notifications cut acknowledgment times from hours to minutes.
Improved Detection Fidelity
New detections created for unmonitored log sources, closing critical gaps.
Consolidated Reporting & Compliance
Built-in case management and NotebookLM integration gave Sunrun visibility into MTTA, MTTR, and
compliance gaps.
compliance gaps.
Rapid Time-to-Value
From contract to fully operational in two weeks.
Close Collaboration
AiStrike worked side by side with Sunrun’s team to fine-tune integrations and workflows.
Responsive Support
Quick to adapt, address feedback, and add new enhancements.
Visionary Roadmap
A clear direction for advancing SOC automation, including proactive detection optimization and
exposure analysis.
exposure analysis.