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American Focus > Blog > Tech and Science > Orion Security emerges from stealth using LLMs to track your enterprise’s data flow and stop it from leaking out
Tech and Science

Orion Security emerges from stealth using LLMs to track your enterprise’s data flow and stop it from leaking out

Last updated: March 18, 2025 12:29 pm
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Orion Security emerges from stealth using LLMs to track your enterprise’s data flow and stop it from leaking out
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Enhancing Data Security with Orion Security’s AI-Powered Platform

In today’s world, where data breaches and unauthorized data movement are on the rise, organizations are constantly at risk of losing sensitive information. The consequences of such incidents can be severe, both financially and reputationally. However, a new player in the cybersecurity space, Orion Security, is changing the game with its innovative approach to data protection.

Orion Security, backed by $6 million in seed funding, is led by CEO Nitay Milner and CTO Yonatan Kreiner. The company’s platform leverages generative AI large language models to dynamically learn and map an organization’s business processes. This approach enables Orion to differentiate between legitimate data workflows and potential threats, whether intentional or accidental.

Unlike traditional data protection tools that rely on rigid rules and manual policies, Orion’s platform automates data loss prevention by understanding business processes and data flows within a company. By using a combination of proprietary AI models and fine-tuned open-source LLMs, Orion can classify sensitive data based on context and assess user roles and workflows to detect anomalies.

One of the key features of Orion’s platform is its real-time risk assessment capability, which continuously evaluates business processes and assigns risk scores based on observed behavior. The platform also excels in sensitive data detection, minimal manual configuration, and reduced false alerts, ensuring that security teams are only alerted to genuinely suspicious activities.

Orion’s platform connects to an organization’s cloud services, browsers, and devices to comprehensively map data flows. Its Indicators of Leakage (IOL) engine, powered by proprietary reasoning models and LLM classification, analyzes data movement patterns to identify potential threats.

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Enterprise leaders using Orion Security’s platform have access to a dashboard-driven experience that provides real-time insights into business data flows. The interface categorizes risk by severity, allowing security teams to quickly identify and address high-risk activities. With features like top data types monitored, risk score distribution, and business flow risk scores, Orion’s platform offers a holistic view of data security within an organization.

High investor confidence in Orion Security’s approach further validates the company’s potential in the cybersecurity landscape. The flexibility in response mechanisms offered by Orion allows companies to customize their approach to data protection, whether they prefer real-time blocking of data exfiltration or simply notifications and employee education on security policies.

Looking ahead, Orion Security plans to refine its AI models further to stay ahead of evolving insider threats. With a privacy-first security architecture and a commitment to delivering immediate value to customers, Orion is well-positioned to lead the next generation of context-aware data protection solutions.

TAGGED:DataEmergesenterprisesFlowLeakingLLMsOrionSecuritystealthstopTrack
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