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Solution Brief : Secuvy AI Data Governance

Secuvy AI Data Governance

In the ever-changing world of digital innovation, artificial intelligence (AI) has rapidly become a critical driver of growth and efficiency for modern businesses. However, as companies increasingly rely on AI, there’s an urgent need for effective data governance strategies that prioritize compliance, security, and the ethical handling of information.

Challenges in AI Data Governance

The vast amounts of data used to train AI systems raise significant security and privacy concerns regarding the exposure and leakage of sensitive information. If data is not properly encrypted or anonymized, both at rest and in transit, sensitive information can be at risk of leakage.

Rogue chat users or agents can steal data or model parameters, leading to widespread data breaches or intellectual property theft, which can result in significant financial and legal harm to an enterprise.

The lack of explainability, observability, and quantifiable data metrics makes it challenging for AI teams to certify that a particular data set or model is ready for deployment in compliance with multiple regulations, including ISO 42001, the EU AI Act, and various US state laws.

When enterprises lack the ability to fully understand and control their data, they struggle to identify where sensitive data resides, leading to security gaps. It is crucial to classify data and apply governance policies to ensure compliance and address anomalies effectively.

AI algorithms can be biased, which can impact governance decisions. To address this challenge, enterprises must ensure that the data used to train these models is as unbiased and representative as possible. Failing to take these measures can lead to negative consequences and cause harm.

Secuvy’s AI Data Governance Solution

  • Automated Data Linkage Connect related data points across different systems for comprehensive oversight. View all the related identifiers.
  • Scalable Data Orchestration Efficiently manages and processes large volumes of data, ensuring high performance even with over 10 million documents per day.
  • Policy Driven Behavior and Controls Define custom rules and setup alerts to detect sensitive data, access, consent behaviors and even reduce bias in AI models.
  • Advanced Data Classification Automatically identifies and classifies data across structured and unstructured sources.
  • Real-time Compliance Monitoring There are many variations of passages of lorem Ipsum available, but the majority have suffered.

Key Benefits of Secuvy’s AI Data Governance

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By maintaining a comprehensive inventory of AI models with associated risk profiles, Secuvy ensures that your organization meets compliance requirements with ease.

Automated scrubbing of PII and sensitive data ensures compliance with global data protection regulations, EU AI Act, ISO 42001, and US State laws reducing the risk of fines and legal complications.

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Secuvy uses contextual data classification to block LLM responses and RAG data in real-time, effectively preventing data leakages. Our AI’s data association and linkage capabilities uniquely thwart attacks aimed at extracting sensitive information and IP identifiers.

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The ability to delink user identities across data sources protects individual privacy and minimizes the risk of data breaches.

Define and enforce policies that reduce bias and promote fairness, ensuring ethical AI practices that build trust with stakeholders.

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Save time and resources by leveraging AI to automatically discover, classify, and manage sensitive data, reducing the manual workload for your teams.

Optimize your training datasets to decrease storage costs, accelerate training times, and improve the overall quality of AI models, leading to better business outcomes.

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Monitor and improve the fairness and bias of AI models with QoS metrics, ensuring that your AI systems produce equitable outcomes and maintain ethical standards.

By minimizing and cleansing training data, Secuvy enhances model accuracy and efficiency, leading to more reliable and effective AI solutions.

The Era of AI Data Governance is here

Adopt and safely use your Enterprise data for AI related use cases. Contact us today for a demo of Secuvy’s AI Data Governance solution.
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