AI Data Risk Audit

Is your data ready for AI?

AI Data Risk Audit

Is your data ready for AI?

AI Data Risk Challenges with Gen AI Applications

Make your data ready for AI

You protect AI apps against the latest threats, but what about the data that powers those apps? Ensure your data is protected against risks like the ones below.

Malicious Users

Malicious users introduce attacks in the data, causing AI systems to generate harmful outputs.

Data Integrity

Contradictory or incomplete information can cause Gen AI applications to hallucinate.

Non-Compliant Data

Data that’s not compliant with industry regulations or policies leads to legal & compliance issues.

See a video example below of how malicious users caused a Healthcare AI Chatbot to launch a phishing attack due to an indirect injection attack in the data that powers it.

Why waste time and money on compliance? You focus on innovations and let Enkrypt AI handle the rest.

Data Risk Audit Solution from Enkrypt AI

Secure data that powers AI applications

Data is transforming the Generative AI landscape by providing more accurate and context-aware interactions. However, the effectiveness of these systems hinges on the quality and security of their underlying data.

Enkrypt AI offers a comprehensive solution to understand and remove risks from data powering Generative AI applications, as shown in the figure below.

Figure: Enkrypt AI can be used to solve data security and safety related issues.

Detect

Compliance and Policy Red Teaming

Test your AI solutions for regulation compliance

Upload a PDF of your industry regulations and let Enkrypt AI test your AI solution for those compliance violations.

Figure: Users upload a PDF of their regulations / policies into Enkrypt AI where the platform generates and runs tests against the AI solution to detect violations.

Generate Prompts to Test Compliancy

Automatically generate tests for compliance adherence

Financial Use Case: Loan Approvals
Regulation Use Case: Equal Credit Opportunity Act (ECOA) - prohibits discrimination on credit scores based on race, color, religion, national origin, sex marital status or age.
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See example prompts below:

AI Compliance Red Teaming Results

Figure: Enkrypt AI Red Teaming results showing which tests were found to violate the ECOA regulation and which ones complied.

See how Compliance and Policy Red Teaming work. (2 min)

Remove

Compliance and Policy Adherence Guardrails

Remove Detected Compliance Regulation Risks from your AI solutions

Once you’ve uploaded your industry regulations to Enkrypt AI and the platform has detected all the regulatory risks they are added to our Guardrails feature so they can be removed from your AI applications. See figure below.

All Red Teaming Regulation Risks are Added to Enkrypt AI Guardrails

Equal Credit Opportunity
Act Regulation with Enkrypt AI Guardrails

Figure: Detected regulatory risks are added to Enkrypt AI Guardrails to safeguard against any compliance violations.

See how Compliance and Policy Adherence Guardrails work
(2 min)

Monitor

Monitor AI for Continuous Compliance

Auto-alerts and compliance reporting for your AI Applications

Leverage dashboard reports to show regulatory and policy compliance while saving money from every threat detected and removed. Attain enterprise visibility on all AI performance and risk.

Monitor all regulations and policies in one place.

See how you can Monitor for Continuous AI Compliance and Risk Management (< 2 min)

Benefits of Enkrypt AI Data Risk Audit Solution

Reduce risks and improve Gen AI app performance

Identify & Remove Vulnerabilities

Detects potential security risks like indirect injection & sensitive data exposure.

Ensure Data Integrity

Flags repeated, contradictory, or incomplete information for review.

Enhance Overall Security

Provides actionable insights to strengthen the knowledge base and, by extension, the application's reliability.

Maintain Compliance

Checks data against policy guidelines and regulatory standards to ensure compliance.

By integrating Enkrypt AI into the data preparation process, organizations can significantly reduce risks and improve the performance of their Gen AI applications. See video product demo below.

Having “Good” Data is Your First Step in Securing Your AI Applications

Scanning data for risk is the critical first step in attaining safe and secure AI apps

With our Data Risk Audit solution, organizations can fully leverage the potential of AI while safeguarding against risks (including compliance). See the figure below.

Figure: Enkrypt AI can be used to solve data security and safety related issues.

Detect

Compliance and Policy Red Teaming

Test your AI solutions for regulation compliance

Upload a PDF of your industry regulations and let Enkrypt AI test your AI solution for those compliance violations.

Figure: Users upload a PDF of their regulations / policies into Enkrypt AI where the platform generates and runs tests against the AI solution to detect violations.

Generate Prompts to Test Compliancy

Automatically generate tests for compliance adherence

AI Compliance Red Teaming Results

Figure: Enkrypt AI Red Teaming results showing which tests were found to violate the ECOA regulation and which ones complied.

See how Compliance and Policy Red Teaming work. (2 min)

Remove

Compliance and Policy Adherence Guardrails

Remove Detected Compliance Regulation Risks from your AI solutions

All Red Teaming Regulation Risks are Added to Enkrypt AI Guardrails

Equal Credit Opportunity
Act Regulation with Enkrypt AI Guardrails

Figure: Detected regulatory risks are added to Enkrypt AI Guardrails to safeguard against any compliance violations.

See how Compliance and Policy Adherence Guardrails work
(2 min)

Monitor

Monitor AI for Continuous Compliance

Auto-alerts and compliance reporting for your AI Applications

Leverage dashboard reports to show regulatory and policy compliance while saving money from every threat detected and removed. Attain enterprise visibility on all AI performance and risk.

Monitor all regulations and policies in one place.

See how you can Monitor for Continuous AI Compliance and Risk Management (< 2 min)

More Information

Check out these resources to learn more

Blog

Data Security Challenges with Gen AI Applications

Read Blog

Webcast

The Critical Path to Zen: AI Data Risk Audit

Get Webcast Materials

Brochure

Data Security Audit Solution

Guide and Risk Categories

Read Brochure

See how you can achieve AI Security