Swimlane Turbine and Arcanna.ai
Integrated AI-Enhanced Security Automation for Unified and Optimized Operations.
Challenge
The cybersecurity industry is confronted with a multitude of challenges, including an overwhelming influx of threats, alert fatigue, and high turnover rates among professionals. With a projected shortage of 3 million cybersecurity roles by 2030, nearly 70% of cyber professionals attribute enterprise vulnerability to staffing shortages. Gartner predicts that by 2025, over half of significant cyber incidents will result from these shortages and human fatigue. The proliferation of IT tools further exacerbates the issue, as organizations use an average of 40 tools, leading to alert duplication and cumbersome manual workflows. The Security Operations Center (SOC), which is tasked with managing security infrastructure, experiences turnover rates exceeding 50% and struggles to recruit and train new talent efficiently. Addressing these challenges requires a focus on automating routine tasks and leveraging cutting edge technologies such as AI to enhance SOC efficiency and facilitate quicker, higher-quality decision-making.
Solution
By combining Swimlane Turbine, AI-enabled, low-code security automation platform, with Arcanna.ai's decision intelligence AI platform, we offer an integrated system that unifies security teams, tools, and telemetry, both within and beyond the SOC. This unified platform reduces process and data fatigue, augments human decision-making, and continuously improves through human feedback via a patented learning approach.
Our joint solution ensures quantifiable business value, enhanced security effectiveness, and a seamless evolution toward autonomous decision-making, transforming how security operations are managed and optimized.
- Swimlane Hero AI: Proprietary LLM adding AI crafted prompts and case summarization
- Arcanna AI: AI-driven decision intelligence for faster and more accurate triage
- Continual AI improvement: Arcanna enables direct AI learning and feedback loop for further honing the AI decision making process.
- Workflow Management: Manage AI jobs and create custom playbooks with Swimlane Turbines Canvas playbook editor
- Boost in Decision Making Capacity: AI-enabled decision intelligence and security automation converts days into minutes.
- Time Back for Threat Management and Innovation: Automation and AI take over the tedious, monotonous reading and processing tasks and frees up valuable team resources.
- Faster Response and Better Accuracy: Faster MTTR less false positives, highly accurate readings and up to 100% risk-free.
- Seamless Integration: Inserting non-intrusively in your workflows, the platform connects inputs from tools and humans for faster, better decisions.
How it works
The use case gets started with the endpoint downloading a suspicious file. LogRhythm SIEM creates a new alert containing the file hash. Swimlane Turbine ingests the alert and submits the hash to threat intelligence tools. Results on the hash are pulled back into Turbine, where Arcanna then ingests them for AI analysis. As results come back from Arcanna, the verdict on the file hash is confirmed as malicious. It looks to be malware. Turbine then automatically kicks off 4 actions to begin to triage the threat.
- All of the findings are sent to ServiceNow and a ticket created there.
- CrowdStrike is instructed to isolate the endpoint until the hash is removed.
- Turbine then reaches back to LogRhythm to update the case there.
- When the Swimlane case closes in Turbine, it will trigger the Arcanna feedback loop for continual feedback and optimization.
