7 AI signals for cyber attack pattern analysis

15-second summary

CTI teams are buried in attack data, making it difficult to see what is relevant and then extract information about the attacks. CyberAttack Agent helps you filter attacks through the data that is most important to your organization. Ask AI is now available in Cyberattack Agent to help you analyze attack patterns so you can act faster.

Play your own signals in multiple attacks:

• Quickly assessing attack vectors and understanding how threat actors operate.
• To uncover campaign patterns, profile threat actors, extract TTPs, and turn raw attack data into ready-to-share intel in minutes.

Here are seven use cases that show what this looks like in practice.

overview

A cyber attack occurs approximately every 39 seconds; That means more than 2,200 attacks per day. For CTI analysts, the challenge is not just to keep up with the volume, but also to understand it faster. They need to quickly identify patterns across multiple attacks, connect related campaigns, and understand how threat actors are developing their business acumen. This requires hours of manual comparison, and even then, important connections may be missed.

Ask AI in Cyberattack Agent brings personalized AI prompts to your existing threat research workflow. Analysts can run custom queries on up to 100 cyberattacks at once to uncover patterns and insights that would otherwise take hours to piece together.

From assessing specific threat actors and mapping active campaigns to generating tailored reports for your stakeholders, Ask AI transforms your workflow from manual, time-consuming attack-by-attack analysis to faster, comprehensive intelligence.

Example 1: Overview of the threat landscape

Use this prompt to generate a structured, 30-day intelligence report on cyberattacks targeting your sector and industry and provide a ready-to-share briefing that keeps stakeholders aligned on sector-specific risks over time.

Cyberattack Agent Filter Combinations:

Ask AI prompt:

Based on the selected attacks, generate a threat landscape overview for (region) and (industry). Include the most active threat actors, predominant TTPs, commonly targeted assets, and any clustering in campaign activity that reveals how the threat environment is evolving within this dataset.

Ask AI Response:

Example 2: Attack Vector Evaluation

Quickly assess how attackers gained ground by extracting and analyzing the attack factors behind incidents. For each vector, you can explain what was exploited, how it was leveraged, and why existing controls failed to stop it, then follow up with a prioritized list of the highest-risk entry points to close before the next wave hits.

Cyberattack Agent Filter Combinations:

Ask AI prompt:

Given the following incidents, identify and summarize the attack vectors the threat actor used to succeed. For each vector, explain: (1) what it was, (2) how it was exploited, and (3) why it worked (e.g., misconfiguration, human error, unpatched vulnerability, weak controls). Present the vectors in chronological order based on when each was exploited. Conclude with a prioritized list of the most critical entry points to address, ranked by severity and likelihood of recurrence.

Ask AI Response:

Example 3: Threat Actor Research

Build a comprehensive profile of the new threat actors behind the attacks by uncovering each actor’s known motivations and sponsorship relationships, TTPs, target areas, and recent behavioral changes. This provides you with the intelligence foundation to anticipate their next moves, assess the risk to your organization, and keep stakeholders informed about who is actively acting in your threat landscape.

Cyberattack Agent Filter Combinations:

Ask AI prompt:

Which threat actors are most active across these attacks? Create a threat actor profile for each, including an executive summary, identity and attribution, motive, victimology, capability assessment, modus operandi, strategic analysis, technical appendices, and references.

Ask AI Response:

Example 4: TTP and IOC research

Use this hint to find out what’s new in attacks in your Intel Agent. Ask AI will identify new techniques, tactics, and procedures being used by associated IOCs, as well as recent activity, so you can update detections, refine hunting questions, and track how your known threat actors are developing their business acumen.

Cyberattack Agent Filter Combinations:

Ask AI prompt:

What novel TTPs and IoCs are being leveraged in these attacks?

Ask AI Response:

Example 5: Data exposure and impact assessment

Ask AI will identify what type of data was exposed, which sectors or organizations are impacted, and who is most at risk, providing an impact assessment to quickly scope the extent of the breach.

Cyberattack Agent Filter Combinations:

Ask AI prompt:

For each breach, identify the organization affected and the data exposed. Then assess the third-party risk: if this organization is a vendor, partner, or service provider in my supply chain, what is the potential impact to my business operations? Flag any downstream risks including shared infrastructure, data flows, or dependencies, and prioritize which third-party relationships warrant immediate review or contingency planning.

Ask AI Response:

Example 6: Preparing reports for leadership

Ask AI will synthesize the findings of all ingestion attacks and package them into a report that your team can share. For example, if you’re briefing your CISO or leadership team, Ask AI will provide a clear, business-contexted summary of what’s happening, what’s relevant to your organization, and where your team should focus next.

Cyberattack Agent Filter Combinations:

Ask AI prompt:

My CISO has been asked about our exposure to the latest wave of attacks in our sector and region. Generate a focused briefing that answers: Are we a likely target? What TTPs should we be watching for, and do we have the controls to detect or stop them? Close with a short, prioritized action list framed around business risk and decision-making, not a full landscape review, just what leadership needs to respond with confidence right now.

Ask AI Response:

Example 7: Visualization

Get a visual overview of every step of the attack chain, from initial access to impact, so you can quickly pinpoint where campaigns converge, identify the most exploited entry points, and communicate the full scope of the attack in a visual way.

Cyberattack Agent Filter Combinations:

Ask AI prompt:

Visualize the attack chain for these incidents with a diagram mapping each phase from initial access to impact. Highlight the most common entry points, lateral movement techniques, and end-stage objectives across campaigns.

Ask AI Response:

Based on real sources and Feedly Threat Graph

What differentiates Ask AI from typical AI tools is that each query is based on the Feedly Threat Graph, a continuously updated map of relationships collected from 10,000+ sources. This means that the response reflects what is actually happening in your threat scenario now. Each answer is also fully cited, so you can trace the findings back to their original sources and dive deeper into any intelligence used to formulate a response.

In short…

Ask the AI ​​in Cyberattack Agent gives CTI analysts a faster way to move from raw attack data to actionable intelligence. With it, you can quickly assess the attack vectors behind any incident, track campaign patterns, assess threat actors, scope a breach, or brief authorities by running custom queries on up to 100 attacks at once, based on the Feedly Threat Graph.