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Tumeryk IncProfile date: 2025-07-17 Tumeryk Inc.
Tumeryk Inc. is a specialized technology company headquartered in Redwood City, California, that operates at the forefront of artificial intelligence security and governance. Founded in 2023, the company addresses the critical need for safety, compliance, and risk management in the rapidly expanding landscape of Generative AI (GenAI) and Large Language Models (LLMs). Tumeryk provides a comprehensive platform designed to give enterprises the tools to confidently build, deploy, and manage AI applications while protecting against the inherent risks of this advanced technology, such as data leakage, model manipulation, and biased or harmful outputs. The company's core philosophy is to establish a quantifiable measure of trust in AI systems, enabling organizations to innovate responsibly.
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What the Company Does
Tumeryk's primary function is to serve as a trust and security layer for enterprise AI. As businesses increasingly integrate chatbots, AI agents, and other LLM-powered tools into their operations, they face significant challenges in controlling these systems and ensuring they operate safely and predictably. Tumeryk provides a suite of solutions that act as a comprehensive AI security posture management platform. Its work can be categorized into several key activities:
AI Risk Assessment and Scoring: A central part of Tumeryk's mission is to move AI trust from a qualitative concept to a quantitative metric. The company has developed a proprietary scoring system to evaluate the risks associated with different LLMs and their real-time responses. This allows businesses to objectively measure and compare the trustworthiness of various AI models and applications. Vulnerability Management for LLMs: Tumeryk actively probes and analyzes LLMs to uncover security flaws and vulnerabilities. This "red teaming" approach helps organizations understand the potential weaknesses of their AI systems before they can be exploited. This includes testing for susceptibility to "jailbreaks," prompt injections, hallucinations, and other common LLM failure modes. Real-Time Monitoring and Policy Enforcement: The company's platform functions like a firewall for generative AI, inspecting the flow of information between users and LLMs in real-time. It enforces security and governance policies to prevent undesirable behavior, block malicious prompts, and filter sensitive information, ensuring that AI usage remains within predefined acceptable boundaries. Compliance and Governance: With the rise of AI-specific regulations like the EU AI Act, organizations need robust governance frameworks. Tumeryk's platform is designed to help businesses align their AI usage with major regulatory and compliance standards, such as those from NIST and ISO. It provides the visibility and control necessary to demonstrate compliance and manage legal and ethical risks.
Products and Services
Tumeryk offers a portfolio of integrated software products and support services that form a complete AI trust, risk, and security management (AI TRiSM) solution.
Products
AI Trust Score?: This is Tumeryk's flagship product and a cornerstone of its platform. The AI Trust Score? is a proprietary metric that quantifies the trustworthiness of an AI model or a specific AI-generated response. It evaluates the output against multiple risk categories, including bias, toxicity, data leakage, fairness, and hallucination propensity, assigning a clear, data-driven score. This score enables organizations to set acceptance thresholds and automate decision-making on whether to block, flag, or accept AI-generated content. Gen AI Security Studio: This is the central command center for managing AI security. It includes two primary components:
- LLM Scanner: A tool that allows organizations to perform vulnerability scans on their LLMs. It tests the models against various threats and provides a detailed report on their security posture, helping developers and security teams to harden their AI applications.
- AI Firewall: This product provides real-time protection for AI interactions. It sits between users and the LLM to inspect prompts and responses, enforce role-based access controls, detect and block jailbreak attempts, and prevent data exfiltration. It essentially acts as a set of adaptive guardrails for conversational AI.
AI Agentic Observability: This product provides deep insights and visibility into how AI agents and applications are being used across an organization. It offers dashboards and analytics that allow security teams to monitor AI behavior, track policy violations, and understand overall risk exposure from a single pane of glass. Encrypted Guardrails: Developed in partnership with DataKrypto, this is an advanced solution that provides end-to-end, full-pipeline encryption for AI workflows. It protects not only the prompts and responses but also the underlying data used in Retrieval-Augmented Generation (RAG) systems, ensuring maximum security for enterprises handling highly sensitive information.
Services
Enterprise Support: Tumeryk provides expert support for its entire product suite, assisting customers with integration, deployment, and operation. This includes specialized support for deploying Tumeryk's solutions in complex IT environments, such as on Red Hat OpenShift, and for enhancing open-source frameworks like NVIDIA NeMo Guardrails with enterprise-grade security. Solutions for Managed Service Providers (MSPs): The company offers a tailored solution that enables MSPs to provide AI security as a managed service to their clients, ensuring that end customers can adopt AI with a robust security and compliance framework in place. Red Teaming and Security Assessment: While also a product function, Tumeryk offers expert services around red teaming and security assessments, helping organizations to rigorously test their AI implementations and understand their specific risk profiles.
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