In the previous article in our series on Recorded Future’s unique data sourcing model, we detailed the four types of data we analyze and how, together, they provide unprecedented visibility into each of our customers’ unique threat landscapes.

In this final article, we’ll show how our Insikt Group research team turns our raw data into actionable intelligence.

The Insikt Group advantage

Made up of experts with backgrounds in government, military, law enforcement, and intelligence agencies, the Insikt Group research team brings decades of expertise to their work analyzing the always-evolving threat landscape. The combination of seasoned human judgment with automated data indexing and analysis embodies the “centaur model” of intelligence, where human analysts and technology work together to produce insights neither could achieve alone.

“Insikt” is Swedish for “insight”. By using their deep knowledge of specific adversary groups and TTPs to contextualize data within broader geopolitical and criminal dynamics, Insikt Group analysts are able to provide insights that automated systems might miss.

A research methodology that sets the standard

Insikt Group uses advanced technical analysis methodologies to uncover threat actor operations. They include:

• Infrastructure detection and pivoting: By combining proprietary Recorded Future Network Traffic Analysis with large-scale automated network traffic analytics and expert analysis, the team can detect malicious infrastructure before it’s even activated. The team uses sophisticated methods to track changes in adversary server configurations, domain registrations, autonomous system numbers (ASNs), and multi-tiered infrastructure layers. These findings are the basis for many research streams, including the annual malicious infrastructure report.
• Victim identification through analysis of adversary infrastructure: Using Network Traffic Analysis Exfiltration Events and geographical intelligence, Insikt Group analysts identify targeted organizations by monitoring communications between victims and command-and-control (C2) servers across 30 billion daily network intelligence records. This approach allows them to identify victim organizations and sectors across malware families and detect ongoing intrusions in near real time. Recent research includes identifying five distinct activity clusters by TAG-144 (Blind Eagle) targeting Colombia government institutions.
• Network traffic analysis and exfiltration event correlation: The team maintains an analysis pipeline that analyzes billions of network intelligence records to identify patterns indicating active compromises, persistence mechanisms, and data exfiltration. This proprietary capability enables detection of threat actor activities within minutes rather than days or weeks. Examples of recent reports include identifying victims targeted by GrayCharlie using compromised WordPress sites.
• Multi-source validation and cross-referencing: Analysts integrate data from over 1 million sources in the Intelligence Graph®, including the Recorded Future Platform, open web, dark web, technical feeds, malware intelligence, customer telemetry, and more. This comprehensive, multi-source approach helps them validate findings across disparate data points and pinpoint connections between threat actors, infrastructure, and targets that would be invisible when examining sources in isolation. Combining multiple sources, Insikt Group analysts reported on Telegram-based “guarantee” marketplaces used by Chinese-speaking criminal groups to understand cyber and fraud campaigns.

Validation from experts with specialized skills

Insikt Group analysts’ multilingual analysis capabilities and cultural expertise enable them to identify and interpret threats that automated systems can’t fully contextualize.

With native foreign-language skills and deep regional knowledge, analysts can analyze activity across dark web forums, underground criminal networks, and foreign-language sources, uncovering nuances in adversary communications and intent that would be lost in translation or missed entirely by automated tools.

This human layer of analysis is particularly critical when monitoring threat actors operating across China, Russia, Iran, and North Korea, where understanding cultural context, geopolitical motivations, and regional dynamics is essential to accurate threat attribution and prediction.

By combining deep subject-matter expertise in nation-state APT groups with continuous monitoring of global developments, Insikt Group delivers a comprehensive view of how geopolitical issues translate into cyber threats against specific organizations and sectors.

Research that powers the Platform and benefits the industry

Insikt Group makes its research available right inside the Recorded Future Platform. The team shares intelligence across a broad range of analytical formats: from breaking Flash Reports and Threat Leads on emerging activity, to deep-dive Cyber Threat Analyses, Actor Profiles, and Malware/Tool Profiles that map adversary behavior, capabilities, and infrastructure. For organizations tracking the broader risk environment, Insikt Group also produces Geopolitical Intelligence Summaries, Country Risk Updates, and forward-looking Geopolitical Threat Forecasts.

Practitioners get hands-on support through Hunting Packages with actionable detections; TTP Instances sourced and verified across open, closed, and technical sources; and Vulnerability Intelligence to prioritize exposure. Payment fraud teams benefit from dedicated coverage including Payment Card Breach Alerts, Magecart E-Skimmer Reports, and Fraud TTP Analysis.

All of this intelligence is automatically linked to Intelligence Cards—Recorded Future's consolidated profiles on entities like threat actors, IP addresses, hashes, and domains—so analysts can pivot directly from Insikt Group research to related indicators, infrastructure, and context.

Customers aren't the only beneficiaries. To advance knowledge across the broader security industry, Insikt Group publishes many of its research reports on the Recorded Future blog and in publicly available threat intelligence reports covering topics ranging from state-sponsored threat groups to newly emerging malware and attacker infrastructure.

A research division that stands apart in the industry

Few threat intelligence vendors can match what Insikt Group delivers as an embedded research division. Building and sustaining a team of this caliber requires significant ongoing investment, so most vendors default to automation alone. This often leaves their customers with an intelligence gap.

Insikt Group analysts and their research also help drive Recorded Future product development, creating a feedback loop that continuously enhances the Platform. For customers, this means the difference between the noise of raw indicators and the signal of intelligence that’s interpreted, validated, and made actionable.

To see how our comprehensive data sourcing can help your organization stay ahead of threats and mitigate business risk, book a custom demo.