Arambh Labs Agentic AI Platform

For Modern Security Operations team

1. Table of Contents
   1. Introduction
   2. The Challenge of Siloed Security and Our Single Solution
   3. The Role of GenAI and AI Agents in Security Operations
   4. GenAI Systems and Emerging Threats
1. Key Features of Arambh Labs: Your Unified Security Advantage
   • Cross-Ecosystem Alert Investigation
   • Deployment Flexibility: On-Premise and SaaS
   • Proactive Threat Hunting
   • Seamless Integrations: Bringing Your Security Ecosystem Together
   • Intelligent Detection Rule Tuning Based on Input
2. Technical Foundations of Arambh Labs
3. Transform Your Security Posture with Arambh Labs
4. Arrange a Personalized Demo

In today's huge digital world, security threats may come from anywhere – your endpoints, network, cloud applications, or even user behavior. Relying on siloed security tools leaves you with fragmented visibility, delayed response, and a higher likelihood of overlooking critical threats. It's like trying to solve a tricky puzzle with half the pieces.

At Arambh Labs, we've created an end-to-end security platform designed to shatter these silos and provide you with one unified, intelligent, and proactive defense. Our platform provides your security team with the capability to investigate alerts throughout your entire security stack, bridging the gaps seamlessly between your EDR (Endpoint Detection and Response), NDR (Network Detection and Response), SIEM (Security Information and Event Management), user activity, on-prem infrastructure, and SaaS applications.

Imagine having a single pane of glass where you see the whole picture of a possible threat, know its impact on all layers of your environment, and orchestrate an immediate and effective response. That is Arambh Labs' power.

The Challenge of Siloed Security and Our Single AI SoC Solution

Legacy security architectures are usually a collection of point products, each focused on a specific area. The products may excel individually but, since they are not unified, present enormous challenges:

Limited Visibility: It is difficult for security analysts to correlate events across different platforms, resulting in missed attacks and delayed identification of multi-stage, advanced attacks.

Slow Incident Response: Manually pivoting across too many consoles and gathering context from multiple systems is time-consuming and inefficient, which increases the attackers’ dwell time in your environment. These manual processes further slow down response times and hinder effective incident management.

More Analyst Fatigue: Wading through a deluge of uncorrelated alerts in multiple systems leads to alert fatigue and increases the chances of missing critical alerts. Over time, these challenges can contribute to analyst burnout, as repetitive manual tasks and high alert volumes overwhelm SOC teams.

Challenge in Proactive Threat Hunting: It is a tedious and resource-intensive process to hunt proactively for unknown threats in your entire environment without a single pane of glass view.

Arambh Labs addresses these challenges head-on by providing a unified platform that integrates your security logs, streamlines investigations, and facilitates proactive defense. The platform leverages AI agents to automate workflows, handle investigations, and significantly reduce manual processes, enabling faster and more scalable security operations. With advanced AI capabilities, Arambh Labs empowers deep threat analysis, automated remediation, and autonomous security responses to enhance overall protection.

The Role of GenAI and AI Agents in Security Operations

Artificial intelligence is transforming security operations by empowering organizations to detect and respond to cyber attacks with unprecedented speed and accuracy. GenAI systems with their reasoning and agentic capabilits can:

• Process and analyze vast amounts of logs from across the organization, identifying patterns and anomalies that would be impossible for human SOC analysts to spot in real time.
• Agentic capabilities can perform various tasks such as correlating log data, prioritizing incidents based on risk level, take actions to contain risk
• AI systems help minimize false positives by continuously refining detection rules and learning from historical data, ensuring that security teams are only alerted to genuine threats.

This advanced threat investigation and detection capability enables security teams to respond to security incidents more quickly and effectively, minimizing potential damage. By reducing the manual workload, SOC analysts can focus on complex investigations and strategic projects that require human expertise. Additionally,

GenAI Systems and Emerging Threats

The rapidly evolving threat landscape demands innovative solutions, and AI systems are at the forefront of combating emerging threats. With the rise of generative AI, attackers can now craft highly sophisticated phishing campaigns, malware, and other cyber threats that are difficult to detect using traditional methods. AI-powered security operations leverage machine learning and LLMs to analyze logs in real time, identifying subtle anomalies and patterns that signal new and emerging threats.

By integrating real-time threat intelligence, AI systems enable security teams to make informed decisions and take proactive measures to prevent attacks before they escalate. These systems can automatically assess security risks, prioritize responses, and adapt to new attack techniques as they emerge. As a result, organizations are better equipped to identify and mitigate risks such as data breaches, ransomware, and other advanced cyber threats.

AI-powered security operations not only enhance detection and response but also provide the agility needed to stay ahead of adversaries in an ever-changing digital environment.

Key Features of Arambh Labs: Your Unified AI Security Advantage

Our platform is packed with powerful features to provide end-to-end security and empower your security team. As a game changer in security operations, it transforms the way organizations detect and respond to threats. By automating routine tasks, the platform enables security professionals and SOC teams to focus on complex investigations and strategic initiatives, significantly enhancing operational efficiency.

Cross-Ecosystem Alert Investigation for Security Operations:

Bring an end to shadow hunting across consoles. Arambh Labs streamlines security investigations across all integrated sources, providing one interface to investigate security alerts from your:

• EDR (Endpoint Detection and Response): Gain deep visibility into endpoint behavior, identify malicious activity, and initiate rapid containment and remediation efforts directly from our platform.
• NDR (Network Detection and Response): Analyze network traffic flows, identify abnormal behavior, and discover network-based threats, all within the same investigation stream.
• SIEM (Security Information and Event Management): Leverage the wealth of log data collected by your SIEM, correlated and enriched with data from other sources in Arambh Labs, for comprehensive threat analysis.
• User Activity: Discover user behavior patterns, detect anomalous logins, and reveal potential insider threats by correlating user activity data with other security events. Manage access and permissions for users, ensuring secure, role-based authentication and monitoring of user actions.
• On-Premise Infrastructure: Monitor your servers, databases, and other on-premise assets for suspicious activity, bringing your traditional infrastructure into your unified security view.
• SaaS Applications: Gain visibility into the security posture and user activity in your critical SaaS applications like email, collaboration tools, Google Workspace, and cloud storage, identifying potential breaches and misconfigurations.

Deployment Flexibility: On-Premise and SaaS:

We understand that every organization has different infrastructure requirements. Arambh Labs offers deployment flexibility to suit your existing setup:

• On-Premise Deployment: Maintain complete ownership of your data within your own infrastructure.
• SaaS Deployment: Benefit from a fully managed, cloud-native platform with scalability and ease of deployment.

Choose the deployment method that best aligns with your security policies and operational needs.

Proactive Threat Hunting:

Go beyond alert response. Arambh Labs allows your security team to proactively hunt for unknown threats across your environment. Leverage our powerful search and correlation capabilities, including integration of external data sources, to:

• Surface Anomalies: Reveal abnormal patterns and activity that may be early indicators of an attack.
• Develop Hunting Queries: Create custom queries to hunt for specific indicators of compromise (IOCs) and tactics, techniques, and procedures (TTPs).
• Visualize Threat Landscapes: Easily view potential attack pathways and identify vulnerable assets.
• Stay Ahead of Emerging Threats: Leverage our platform’s intelligence to proactively hunt for indications of newly discovered threats, even before they trigger alerts, and prepare your team for real-world security challenges.

Seamless Integrations: Bringing Your Security Ecosystem Together:

Arambh Labs is an open and extensible platform by design. Our integration framework is robust and allows you to integrate with your existing security tools, including:

• Extensive Integration Library: Leverage our growing library of out-of-the-box integrations with the leading SIEM, SOAR, EDR, NDR, IAM, and cloud platforms (all of which are detailed above).
• Open API: Leverage our fully documented API to build custom integrations with homegrown or less common security tools, so your unique environment is addressed end to end.
• Bi-Directional Data Flow: The majority of our integrations support bi-directional communication, allowing you to not only ingest data into Arambh Labs but also trigger actions in integrated systems for response automation.

Intelligent Threat Detection Rule Tuning Based on Input:

Stop pursuing false positives and increase the fidelity of your security alerts. Arambh Labs incorporates intelligent detection rule tuning capabilities based on:

• Analyst Feedback: Just comment on alerts, indicating whether they are true positives or false positives. Our platform learns from the feedback to automatically tune detection rules over time, reducing noise and improving alert fidelity.
• Environmental Context: Our platform understands the unique character of your environment and can make detection rules more precise and relevant to your infrastructure and normal activity patterns.
• Threat Intelligence: Our detection rules are continuously updated with threat intelligence feeds, making them aware of the newest attack trends and indicators.

High-quality training data is essential for reliable detection and minimizing bias in AI-driven security systems. Ensuring the integrity of training data helps prevent false positives, reduces the risk of discriminatory outcomes, and safeguards against attacks such as data poisoning.

This adaptive tuning capability removes alert fatigue, allowing your security team to focus on real threats.

Technical Foundations of Arambh Labs

Arambh Labs is built on a robust technical foundation that combines advanced technologies and diverse data sources. At its core, GenAI reasoning models, machine learning and data analytics enable AI systems to process and interpret vast amounts of security data, identifying patterns and detecting security threats in real time.

These AI systems seamlessly integrate with existing security tools and platforms, such as SIEM systems, SOAR platforms, and threat intelligence feeds. By aggregating data from network logs, system logs, and external threat intel sources, the AI-powered SOC gains a comprehensive view of the organization’s security landscape. This integration allows for automated detection, investigation, and response to security incidents, reducing investigation time and improving overall effectiveness.

The technical foundation also supports continuous learning and adaptation, as AI models are trained on historical and real-time data to recognize new attack techniques and evolving threats. By leveraging these technologies and data sources, Arambh Labs delivers enhanced threat detection, faster response, and a more resilient security posture for the entire organization.

Transform Your Security Posture with Arambh Labs

Tired of dealing with a multitude of security consoles and attempting to piece together the puzzle of a security incident? Arambh Labs offers a unified solution that provides your security team with end-to-end visibility, streamlined investigations, proactive threat hunting capabilities, and intelligent automation.

By breaking down security silos and providing you with a single view of your digital landscape, Arambh Labs enables you to:

• Detect threats earlier and more accurately.
• Respond to incidents faster and more effectively.
• Proactively hunt for evasive attacks.
• Reduce analyst fatigue and grow team productivity.
• Maximize your existing security investments.

The platform automates repetitive tasks such as alert triaging and investigation, allowing analysts to focus on complex issues that require human intervention. Its AI can perform tasks autonomously to improve operational efficiency. Additionally, secure AI practices are implemented to protect AI models and sensitive data from attacks and unauthorized access.

Arrange a Personalized Demo

Ready to experience the power of unified security firsthand?

Arrange a personalized demo of Arambh Labs today and see how our feature-rich platform can transform your security posture. Learn more about our integrations and deployment options on our site.

Stay abreast of the evolving threat landscape with Arambh Labs – Your one-stop security platform.