- Overview
- Risk Trends & Analysis
Risk Trends & Analysis
Spot patterns and anticipate the risk.
Turn historical and live intelligence into actionable insights that reveal changing threat patterns, highlight emerging areas of concern, and help your team focus on what matters next.
Historical and live intelligence tell different parts of the story. Together, they reveal changing threat patterns, identify shifts in risk, and provide the context analysts need to make faster, more informed decisions. That's the foundation of decision intelligence.
The Challenge
Security teams collect enormous volumes of intelligence, but identifying meaningful patterns across weeks, months, or evolving situations remains a manual and time-consuming process.
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Analysts spend valuable time reviewing individual alerts without understanding whether activity is increasing, declining, changing location, or indicating a broader trend.
The risk of doing nothing.
Without a clear view of threat patterns over time, threat intelligence teams can miss important shifts in risk and allocate resources based on isolated incidents instead of the full picture.
How It Works
Risk Trends & Analysis combines historical and live intelligence to help analysts understand what happened and identify where attention is needed next. Historical analysis (Insights Digest) reveals patterns and trends over time, while Live Insights continuously analyzes incoming intelligence to detect meaningful activity as it unfolds.
Detect
Identify meaningful activity from Liferaft queries with Live Insights to detect patterns as they happen.
Analyze
Review historical activity with Insights Digest to identify patterns and trends over time.
Surface
Surface the most significant findings and recommend where analysts should focus next.
Act
Prioritize investigations and make more informed security decisions.
Key Capabilities
Detect live trends as they develop
Continuously analyze incoming posts and alerts to identify meaningful patterns and significant changes in activity as they happen.
Analyze historical intelligence
Review previously collected intelligence to identify recurring patterns, long-term trends, and changes in activity over time.
Surface Prioritized Insights
Automatically summarize key developments, identify notable findings, and recommend where analysts should focus their attention.
Outcomes & Benefits
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Understand how threats evolve instead of reacting to isolated events.
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Identify meaningful changes in risk earlier.
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Focus analyst time on the trends that matter most.
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Support more informed security decisions with historical context and live intelligence.
Leaving more time for investigation, decision-making, and action.
Live Insights reduced our threat analysis time by 90%, allowing our analysts to focus on identifying meaningful patterns instead of reviewing individual alerts.
Investigator | Investigations Bureau
Use Cases
Threat Intelligence
Understand how threat activity changes over time to improve collection priorities and identify new areas of concern.
Executive protection
Identify increasing attention toward executives, locations, or events and adjust protective measures accordingly.
Corporate Security Operations
Recognize changes in operational risk, allocate resources more effectively, and brief stakeholders using clear intelligence summaries.
When Every Minute Matters: Reducing Threat Analysis Time by 90% with Live Insights.
See how Liferaft Live Insights helps security teams reduce noise, detect emerging threats faster, and streamline high-volume analysis.
Frequently Asked Questions
How does Liferaft help identify patterns and trends in threat activity?
Liferaft analyzes intelligence collected through your configured queries to identify recurring patterns, notable changes in activity, and broader trends. By examining both historical and live intelligence, analysts gain the context needed to understand what is happening and where attention should be focused next.
Can Liferaft analyze historical intelligence?
Yes. Insights Digest summarizes previously collected intelligence to help analysts identify recurring activity, long-term trends, and significant developments across their intelligence collection. This historical perspective helps teams understand how risks have changed over time and supports more informed planning.
How does Live Insights work?
Live Insights continuously analyzes incoming posts and alerts collected through your Liferaft queries. It identifies meaningful patterns as they develop, highlights notable activity, and recommends where analysts should focus their attention.
Can I customize the intelligence used for analysis?
Yes. Risk Trends & Analysis works with the intelligence requirements you've already configured in Liferaft. Insights are generated from your queries, keywords, entities, locations, and other collection criteria, ensuring analysis is tailored to your organization's priorities.
What is the difference between Insights Digest and Live Insights?
Insights Digest analyzes historical intelligence to reveal patterns, recurring activity, and long-term trends. Live Insights continuously analyzes incoming posts and alerts to identify meaningful activity as it happens and recommend where analysts should focus next. Together, they provide both historical context and real-time awareness to support better security decisions.
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Learn how our unified platform for intelligence-driven threat detection, investigation, and collaboration can solve your needs!
