AI Data Protection And Compliance Tool
What is Zendata and what problem does it solve?
Zendata provides visibility into how data is collected, flows, and is exposed across AI-enabled applications so platforms can enforce guardrails with confidence. It generates AI risk signals across pre-production and production to help teams manage data privacy and AI governance without owning enforcement, and it integrates with your existing security, data, and AI platforms.
What are Zendata's main products and signals?
- AI Risk Intelligence: Generate pre-production AI risk signals from model testing, validation, and red-teaming to inform downstream controls.
- Sensitive Data & AI Eligibility Signals: Classify sensitive data and determine eligibility for AI use based on exposure paths and policy context.
- Pre-Production AI Exposure Analysis: Identify how data and third-party integrations are introduced through code and pipelines before AI systems reach production.
- Application Data Collection & Sharing Signals: Detect what data AI-enabled applications collect and where it flows, including third-party SDKs and integrations.
What data surfaces does Zendata monitor?
Zendata observes across multiple surfaces to generate AI risk signals:
- Websites & Public-Facing Applications (Websites & Apps)
- Devices & Databases (Data sources and downstream integrations)
- Codebase (Code & Pipelines)
- Context signals include Data Collection Signals, Data Flow & Exposure Signals, and Sensitive Data & AI Eligibility Signals
These surfaces help reveal exposure paths, third-party dependencies, and pre-production risk without owning enforcement.
How are Zendata AI risk signals generated and used?
Zendata observes key application, data, and AI surfaces to generate platform-ready AI risk signals. These signals are normalized and policy-aware so downstream platforms can act on them with confidence. Zendata provides signals without enforcing remediation, allowing your existing security, data, and AI tools to apply guardrails and controls.
How does Zendata integrate with existing tools and governance?
Zendata uses a Platform-Neutral Signal Layer designed to integrate with your current security platforms, data platforms, and AI platforms. It supplies risk intelligence without replacing enforcement systems, enabling you to augment governance and control with your existing workflows.
What is Pre-Production AI Exposure Analysis?
Pre-Production AI Exposure Analysis identifies how data and third-party integrations are introduced through code and pipelines before AI systems reach production. This shift-left approach helps uncover exposure and third-party risks early, reducing downstream incidents.
What are Sensitive Data & AI Eligibility Signals?
These signals classify sensitive data and determine whether AI use is appropriate given exposure paths and policy context. They help ensure that data handling for AI applications aligns with privacy and governance requirements.
How can I get started with Zendata?
Getting started is quick and action-oriented. You can request a demo to see how Zendata generates AI risk signals and integrates with your existing tools. Zendata emphasizes fast signal generation with minimal integration effort to help you begin guarding AI data practices today.
