Radware® , a global leader in application security and delivery solutions, has announced a partnership with Dataiku, the AI platform provider, to integrate its application, API, and AI security capabilities into Dataiku’s enterprise platform. The collaboration is aimed at helping organizations secure AI-driven actions as they move from experimentation into production environments.
As enterprises increasingly deploy AI systems that interact directly with APIs, data sources, and business workflows, the risk landscape is expanding beyond traditional application security. These systems are no longer limited to generating outputs but are increasingly capable of executing actions across enterprise environments.
The Radware–Dataiku partnership is designed to address this shift by embedding security controls directly into the AI execution layer, ensuring visibility and governance as AI systems operate in real-world production environments.
The collaboration brings Radware’s AI guardian agent services into Dataiku’s platform, extending security enforcement to earlier stages of AI adoption. By integrating with Dataiku’s governance and orchestration layer, Radware gains a structured entry point into enterprise AI workflows, while Dataiku enhances its platform with runtime security capabilities.
This integration is designed to help enterprises monitor, inspect, and control AI-driven actions across applications, APIs, and data systems in real time.
“AI systems are moving from generating output to executing actions across enterprise systems,” said Travis Volk, vice president, global technology solutions, Radware. “Security teams need visibility and control at the point of execution. This partnership extends enforcement to where AI risk actually occurs.”
A key focus of the partnership is mitigating risks associated with autonomous or semi-autonomous AI actions, including unauthorized access, data exposure, and misuse of connected systems. The combined solution enables organizations to detect and respond to abnormal or malicious AI behavior at runtime.
For example, Radware’s security capabilities can detect and block goal hijacking attempts, while Dataiku provides contextual analysis to identify sources and support remediation workflows. This coordinated approach aims to reduce response times and improve enterprise resilience against AI-driven threats.
The integration is designed to provide enterprises with greater control over how AI systems behave once deployed. By combining Dataiku’s AI governance capabilities with Radware’s security enforcement layer, organizations gain visibility into both the decision-making and execution phases of AI systems.
This approach is intended to reduce risks related to compliance gaps, unintended actions, and operational disruptions while supporting scalable deployment of AI across enterprise systems.
As AI adoption accelerates across industries, enterprises are increasingly seeking mechanisms to secure not only models but also the actions those models initiate. The Radware–Dataiku partnership reflects a broader industry shift toward runtime AI security, where enforcement occurs at the point of execution rather than solely at the model or infrastructure layer.
“Enterprises are rapidly operationalizing AI across critical business processes,” said Hugo Sheng, VP of Strategic Technology Alliances at Dataiku. “By integrating Radware’s runtime security controls, we are helping customers ensure their AI systems remain secure and controlled as they execute in real-world environments.”
Radware® is a global leader in application security and delivery solutions for multi-cloud environments. The company’s cloud application, infrastructure, API, and AI security solutions use AI-driven algorithms for precise, behavior-based, real-time protection against sophisticated web, application, and DDoS attacks, API abuse, business logic threats, and malicious bots. Radware delivers end-to-end API security, including discovery, posture management, testing, and runtime protection, along with advanced protection for AI agents and models. Enterprises and carriers worldwide rely on Radware to address evolving cyberthreats, protect their brands and business operations, and reduce costs.
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