AI for Cyber Threat Intelligence: Proactive Defense, Not Reaction
Stop chasing alerts. Start neutralizing threats before they strike.
We fuse advanced AI with deep security expertise to deliver predictive, actionable intelligence that transforms your cybersecurity from a reactive cost center to a proactive business enabler.
From Data Overload to Decisive Action
In today's digital battlefield, security teams are drowning in data but starving for wisdom. Traditional threat intelligence platforms generate endless alerts, creating a constant state of reactive firefighting. This approach is no longer sustainable against sophisticated, AI-powered adversaries. You need to see the attack before it's launched, understand the adversary's next move, and automate your defenses with surgical precision. That's not just an upgrade; it's a fundamental shift in security posture. We provide the AI-driven intelligence to make that shift, turning your security operations from a defensive line into a predictive, offensive force multiplier.
Why Partner with Errna for AI-Powered Threat Intelligence?
Predictive Intelligence
We don't just report on past attacks. Our AI models analyze global threat data, dark web chatter, and adversary TTPs to forecast emerging threats, giving you the critical advantage of time.
Contextual & Actionable
Forget generic alerts. We deliver intelligence tailored to your specific industry, technology stack, and digital footprint, complete with prioritized, actionable remediation steps.
Adversary-Centric Focus
We go beyond malware signatures to profile threat actors. By understanding their motives, capabilities, and infrastructure, we help you build defenses that disrupt their entire attack chain.
Automated Triage & Response
Integrate our intelligence feeds directly into your SOAR, SIEM, and firewalls. Automate the blocking of malicious indicators and the triage of low-level alerts, freeing your analysts for strategic work.
Strategic Security Insights
Our platform provides C-level dashboards and reports that translate complex threat data into clear business risk, enabling informed investment and strategic security planning.
Regulatory Compliance
Stay ahead of evolving compliance mandates. Our intelligence helps you identify and mitigate risks related to GDPR, CCPA, HIPAA, and other regulations, providing auditable proof of proactive defense.
Expert Human Overlay
AI is powerful, but our elite team of threat hunters, reverse engineers, and intelligence analysts provides the crucial human validation and strategic analysis that machines alone cannot.
Seamless Integration
Our solutions are built on an API-first architecture, ensuring frictionless integration with your existing security ecosystem. We enhance your tools, not replace them.
Proven & Scalable
With over two decades of experience and a CMMI Level 5 maturity, we deliver enterprise-grade, scalable solutions trusted by global leaders to protect their most critical assets.
Our AI-Driven Cyber Threat Intelligence Services
We offer a comprehensive suite of services designed to embed predictive intelligence across your entire security lifecycle. From foundational data feeds to fully managed threat hunting, our solutions are modular, scalable, and tailored to your organization's maturity and objectives.
Predictive Threat Modeling
Utilize AI to forecast potential attack vectors and methodologies specific to your organization. We analyze your digital footprint against emerging global threats and adversary tactics to model likely attack paths, allowing you to proactively reinforce defenses where they are most needed, before an attack is even conceived.
- Identify and rank the most probable attack scenarios targeting your assets.
- Simulate the potential business impact of a successful breach.
- Guide strategic security investments based on predictive risk data.
Automated Threat Detection & Triage
Leverage machine learning algorithms to analyze network traffic, endpoint behavior, and log data in real-time. Our system learns the baseline of normal activity to instantly identify anomalous patterns indicative of a breach, automatically triaging alerts to reduce noise and accelerate response to genuine threats.
- Achieve up to 95% reduction in false positive alerts.
- Detect zero-day threats and novel malware that bypass signature-based tools.
- Free up security analysts to focus on high-impact investigations.
AI-Powered Vulnerability Prioritization
Move beyond CVSS scores. Our AI engine contextualizes vulnerabilities by correlating them with active exploits in the wild, threat actor chatter, and the criticality of the affected asset within your environment. This provides a true risk-based score, ensuring your patching efforts are focused on the 10% of vulnerabilities that pose 90% of the risk.
- Focus remediation on vulnerabilities that are actively being exploited.
- Reduce the "patch panic" cycle by identifying what truly matters.
- Align security efforts with measurable business risk reduction.
Adversary Profiling & TTP Analysis
We build comprehensive profiles of threat actor groups relevant to your industry and region. Our AI continuously tracks their Tactics, Techniques, and Procedures (TTPs), infrastructure, and motivations. This deep understanding allows you to build a defense that is resilient to specific adversaries, not just generic attacks.
- Understand who is targeting you and why.
- Map your defenses against the MITRE ATT&CK framework for relevant actors.
- Proactively hunt for adversary-specific indicators within your network.
AI-Driven Phishing & Social Engineering Defense
Deploy AI models that analyze email headers, content, and sender reputation in real-time to detect and block sophisticated phishing, spear-phishing, and Business Email Compromise (BEC) attacks. Our system identifies subtle linguistic cues and impersonation attempts that traditional filters miss.
- Block credential theft and ransomware delivery at the source.
- Protect high-value targets like executives from targeted attacks.
- Provide real-time feedback and training to employees on detected threats.
Dark Web & Threat Actor Monitoring
Our AI-powered crawlers and human intelligence team continuously monitor the dark web, encrypted forums, and illicit marketplaces. We provide early warnings of compromised credentials, leaked proprietary data, and planned attacks against your organization, giving you a critical window to act.
- Receive immediate alerts on exposed employee or customer credentials.
- Identify if your intellectual property or sensitive data is for sale.
- Gain insight into threat actor conversations about your brand and infrastructure.
AI-Enhanced Incident Response & Automation
Accelerate your incident response with AI-driven playbooks. When a threat is confirmed, our system can automatically initiate response actions like isolating an endpoint, blocking an IP address, or revoking user credentials, containing the threat in seconds rather than hours.
- Drastically reduce mean time to respond (MTTR) and contain breaches faster.
- Ensure consistent, best-practice response actions for every incident.
- Generate detailed incident reports automatically for post-mortem analysis.
Intelligent Deception Technology Deployment
Use AI to create and manage a dynamic network of decoys, honeypots, and deceptive data that are indistinguishable from your real assets. When an attacker interacts with a decoy, you get high-fidelity alerts on their presence and TTPs, all within a safe, contained environment.
- Detect lateral movement and internal reconnaissance by attackers.
- Capture unique threat intelligence about adversary tools and methods.
- Turn the tables on attackers by wasting their time and revealing their intentions.
Threat Intelligence Platform (TIP) Implementation & Enrichment
We deploy and manage a centralized TIP that aggregates data from our proprietary feeds, open-source intelligence (OSINT), and your internal security tools. Our AI normalizes, de-duplicates, and enriches this data, creating a single source of truth for all threat-related information.
- Break down data silos between different security tools.
- Correlate internal alerts with external threat intelligence for better context.
- Provide your security team with a unified view of the threat landscape.
Security Orchestration (SOAR) Platform Enrichment
Supercharge your SOAR platform with our AI-generated intelligence. Our data feeds provide the rich context needed to build more effective and automated response playbooks. This allows your SOAR to make smarter decisions, from prioritizing alerts to executing complex containment strategies.
- Improve the accuracy and effectiveness of your automated workflows.
- Enable dynamic response actions based on real-time threat context.
- Maximize the ROI of your existing SOAR investment.
AI-Based User & Entity Behavior Analytics (UEBA) for Insider Threats
Detect malicious or compromised insiders by using AI to model normal user behavior. Our UEBA solution identifies deviations from individual baselines, such as unusual data access, logins from strange locations, or attempts to escalate privileges, flagging high-risk activities that indicate an insider threat.
- Identify compromised accounts before significant damage is done.
- Detect malicious insiders exfiltrating sensitive data.
- Provide early warnings of potential employee flight risks.
Geopolitical & Physical Threat Intelligence Fusion
Our AI platform fuses cyber threat data with geopolitical risk analysis, monitoring global events, social unrest, and physical security threats. This provides a holistic view of risk, especially critical for organizations with a global footprint, protecting personnel, supply chains, and physical assets.
- Understand how global events can translate into cyber threats.
- Protect traveling executives and remote offices from targeted risks.
- Secure your supply chain by monitoring risks to key partners.
AI-Augmented Managed Threat Hunting (MDR+)
Go beyond standard MDR with our elite threat hunters armed with AI. Our team proactively scours your environment for the subtle signs of advanced persistent threats (APTs) that automated tools might miss. The AI acts as a force multiplier, guiding hunters to the most likely areas of compromise.
- Uncover deeply embedded, persistent threats hiding in your network.
- Gain access to an elite team of security experts without the overhead.
- Receive continuous, proactive defense and detailed reporting on hunting activities.
Continuous Red Teaming & AI-Driven Adversary Simulation
Test your defenses against a thinking adversary. We use AI to automate and scale adversary simulation, continuously testing your security controls against the latest real-world TTPs. This provides a true, empirical measure of your security posture and identifies gaps before a real attacker can.
- Validate the effectiveness of your security investments and controls.
- Train your blue team to respond to realistic attack scenarios.
- Receive a prioritized roadmap for security improvements based on test results.
Strategic C-Suite & Board-Level Threat Briefings
We translate complex cyber threats into the language of business risk. Our experts provide regular, tailored briefings to your executive leadership and board, contextualizing the threat landscape and demonstrating the ROI of your security program. This fosters a top-down culture of security and ensures strategic alignment.
- Enable informed, risk-based decision-making at the highest level.
- Justify security budgets with clear data on threat reduction.
- Build confidence among stakeholders in your organization's cyber resilience.
Real-World Impact: From Theory to Threat Neutralization
FinTech: Preventing a Zero-Day Ransomware Attack
Industry: Financial Technology (FinTech)
Client Overview: A mid-sized, rapidly growing payment processing company managing billions of dollars in daily transactions. Their lean security team was overwhelmed by alerts from their traditional SIEM and EDR tools, struggling to distinguish real threats from false positives while facing immense pressure to maintain 100% uptime and regulatory compliance.
"We were playing defense, always one step behind. Errna's AI platform flipped the script. We saw the attack indicators a week before the ransomware campaign hit the news. For the first time, we were the ones setting the trap, not walking into one."
Problem:
The client's existing security stack was unable to detect a novel ransomware variant that used legitimate administrative tools ("living off the land") to propagate. Their vulnerability management was based on CVSS scores, leaving a critical, but lower-scored, vulnerability unpatched which became the initial entry point.
Key Challenges:
- Inability to prioritize thousands of daily security alerts.
- Lack of visibility into pre-attack reconnaissance activities.
- Slow, manual process for correlating threat intelligence with internal vulnerabilities.
- High risk of financial loss and reputational damage from a potential breach.
Positive Outcomes:
Our Solution:
We deployed our AI-driven threat intelligence platform, integrating it with their existing SIEM and SOAR.
- Our AI identified the unpatched vulnerability as high-risk due to chatter on dark web forums discussing its exploitability.
- The platform detected anomalous PowerShell activity consistent with the TTPs of a known ransomware group, even before the payload was delivered.
- An automated SOAR playbook, enriched by our intelligence, isolated the compromised endpoints and blocked the C2 server's IP address.
- Our team provided a detailed report on the adversary, enabling the client to proactively hunt for other signs of compromise.
Healthcare: Securing Patient Data from State-Sponsored Actors
Industry: Healthcare
Client Overview: A large hospital network and research institution holding millions of sensitive patient records (ePHI) and valuable intellectual property from clinical trials. They were a known target for state-sponsored espionage groups seeking to steal research data and disrupt critical healthcare services.
"We knew we were being targeted, but we couldn't see them. It was like fighting ghosts. Errna's platform illuminated the entire attack chain. We didn't just block an attack; we understood our adversary on a level that has permanently hardened our defenses."
Problem:
A sophisticated Advanced Persistent Threat (APT) group had established a stealthy foothold in the client's network. They used custom malware and legitimate credentials to move laterally, slowly exfiltrating data over encrypted channels, remaining undetected by traditional security tools for months.
Key Challenges:
- Detecting low-and-slow data exfiltration that mimicked normal traffic.
- Attributing the activity to a specific, highly skilled threat actor.
- Lack of resources for 24/7 proactive threat hunting.
- Severe regulatory penalties (HIPAA) and patient trust implications of a breach.
Positive Outcomes:
Our Solution:
We initiated our AI-Augmented Managed Threat Hunting (MDR+) service, deploying lightweight sensors across their network and endpoints.
- Our AI-based UEBA models flagged an administrator account accessing research data at unusual hours from a non-standard workstation.
- Our human threat hunters, guided by the AI's lead, investigated and uncovered the custom malware and C2 infrastructure.
- We provided a complete profile of the APT group, including their TTPs, which allowed for a surgical remediation and eviction campaign.
- The intelligence was used to create deception decoys mimicking research data, providing an early warning system against future attempts.
Manufacturing: Protecting Critical OT Infrastructure
Industry: Manufacturing (Automotive)
Client Overview: A global automotive parts manufacturer with a sprawling network of factories. Their primary concern was the convergence of IT and Operational Technology (OT), where a cyber-attack on the corporate network could pivot to disrupt the plant floor, causing costly production shutdowns and potential safety incidents.
"The plant floor was a black box from a cyber perspective. We feared a single phishing email could halt our entire production line. Errna gave us the visibility and predictive intelligence to secure our OT environment without disrupting operations. It's a game-changer for industrial cybersecurity."
Problem:
The client had no visibility into the traffic between their IT network and the OT environment, which housed legacy industrial control systems (ICS) that could not be easily patched or protected with traditional agents. An attacker could potentially exploit an IT vulnerability to gain control of PLCs, leading to sabotage.
Key Challenges:
- Securing unpatchable legacy OT systems.
- Lack of visibility into industrial network protocols.
- High risk of operational downtime and revenue loss.
- Potential for physical safety incidents resulting from a cyber-attack.
Positive Outcomes:
Our Solution:
We deployed a specialized AI-powered network monitoring solution for industrial environments.
- The AI learned the baseline of normal OT network traffic and created a detailed asset inventory without active scanning.
- It identified unauthorized communication attempts from the IT network to sensitive PLCs, flagging a potential attack path.
- Our predictive threat modeling highlighted how a common IT ransomware strain could propagate into the OT network, guiding the implementation of network segmentation controls.
- We provided actionable intelligence to create "virtual patches" through firewall rules, protecting vulnerable ICS devices from exploitation.
Our Intelligence Lifecycle: A Disciplined Approach
1. Direction & Planning
We begin by understanding your unique risk profile, critical assets, and intelligence requirements to tailor our collection and analysis efforts.
2. AI-Driven Collection
Our platform aggregates vast amounts of data from technical sources, the dark web, and human intelligence, preparing it for analysis.
3. Processing & Analysis
AI models and human experts process, correlate, and analyze the data, transforming raw information into contextualized, predictive intelligence.
4. Dissemination & Integration
Actionable intelligence is delivered in the right format, at the right time, directly into your security tools, workflows, and executive reports.
5. Feedback & Refinement
We establish a continuous feedback loop to refine intelligence requirements and improve the accuracy and relevance of our output over time.
Technology & Frameworks We Master
What Our Clients Say
"Errna's AI platform is the force multiplier every CISO dreams of. It cut through the noise and gave my team the predictive insights needed to get ahead of threats. We moved from reactive firefighting to proactive defense, and the results speak for themselves."
"In healthcare, a data breach isn't just a financial event; it's a crisis of patient trust. The adversary profiling and managed hunting services gave us the confidence that we were protected against the most sophisticated threats targeting our research data."
"The convergence of IT and OT was our biggest blind spot. Errna's solution provided unparalleled visibility into our industrial control systems. Their intelligence on threats to manufacturing was specific, actionable, and critical for preventing production downtime."
"As a cloud-native SaaS company, our attack surface is constantly changing. The AI-powered vulnerability prioritization is a game-changer. We now focus our engineering resources on the 5% of vulnerabilities that actually pose a threat to our platform."
"The C-Suite briefings are invaluable. Errna's team translates complex cyber risks into clear business terms, which has been instrumental in securing board-level support for our security initiatives. They are true partners in our cyber resilience strategy."
"Integrating their threat feeds into our SOAR platform was seamless. The quality and context of the intelligence have supercharged our automation, reducing our mean time to respond by over 80%. It has fundamentally changed how our SOC operates."
Frequently Asked Questions
While many tools use machine learning for specific tasks (like malware detection), our AI platform is designed for intelligence synthesis. It fuses data from a much broader range of sources—including the dark web, geopolitical analysis, and human intelligence—to create a predictive, forward-looking view of the threat landscape. It focuses on the "why" and "who" behind an attack, not just the "what," providing the strategic context that isolated tools lack.
No. Our platform is built on an API-first philosophy. We provide pre-built integrations and connectors for all major SIEM, SOAR, EDR, and firewall platforms (e.g., Splunk, Sentinel, CrowdStrike, Palo Alto). Our goal is to enrich the tools you already use, not force you to rip and replace. A typical integration can be completed in a matter of hours, not weeks.
Absolutely. In fact, our services are a force multiplier for smaller teams. By automating threat detection, prioritizing vulnerabilities, and reducing alert fatigue, we free up your valuable analysts to focus on strategic initiatives. Our Managed Threat Hunting (MDR+) service can act as an extension of your team, providing 24/7 expert oversight without the cost of hiring additional full-time staff.
This is a critical point. Our process involves a "human-in-the-loop" validation system. Every high-confidence finding from our AI is reviewed and enriched by our team of elite intelligence analysts. This fusion of machine speed and human expertise ensures our intelligence is not only accurate and timely but also highly relevant and actionable, with a near-zero false positive rate for critical alerts.
ROI is measured in several ways: 1) Cost Avoidance: Preventing a single major breach can save millions in recovery costs, fines, and reputational damage. 2) Operational Efficiency: We significantly reduce the man-hours spent chasing false positives and manually correlating data. 3) Risk Reduction: By focusing on the most critical threats, you demonstrably lower your organization's cyber risk profile, which can lead to lower cyber insurance premiums. We work with you to establish clear KPIs to measure and report on this value.
Ready to Shift from Reactive to Predictive Security?
Stop chasing ghosts and start anticipating your adversary's next move. Schedule a free, no-obligation consultation with our AI and cybersecurity experts to discover how predictive threat intelligence can transform your security posture.
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