Building AI applications is exciting. But let's be honest – it can also be nerve-wracking.

How do you know if your prompts are secure? Are you testing the right scenarios? Could you be accidentally leaking sensitive information?

These aren't just theoretical concerns. They're the things that keep engineering teams up at night, especially as AI applications move from prototypes to production systems handling real user data.

That's why we're thrilled to announce Risk Center, a new addition to the Autoblocks platform that automatically identifies and helps you mitigate risks in your AI applications. Think of it as your AI safety net – constantly working in the background to catch issues before they become problems.

The Challenge of AI Safety

Here's something we've learned from working with teams building AI applications: the hardest part isn't writing the code or crafting the prompts. It's having confidence that what you've built is safe, secure, and well-tested.

Traditional software has established best practices for testing and security. But AI applications introduce new challenges:

• How do you know if your test cases match real-world usage?

• What if your prompts are vulnerable to injection attacks?

• Could your application be inadvertently exposing sensitive information?

• Are you measuring the right things to ensure quality?

Introducing Risk Center

Risk Center approaches these challenges with a simple philosophy: make safety automatic and actionable. As soon as you start building with Autoblocks, Risk Center begins working in the background, no setup required. You get instant visibility into your risk profile through our impact analysis matrix, which helps you visualize risks across three critical dimensions:

• Impact level (High/Medium/Low)

• Likelihood (Likely/Somewhat Likely/Unlikely)

• Category (Test Coverage/PII/Prompt/Evaluation)

We assign each of your applications a security score out of 100, calculated based on test coverage adequacy, PII protection measures, prompt security, and evaluation completeness. The score updates automatically as you implement improvements, giving you real-time feedback on your risk profile. But we don't just tell you there's a problem – we show you exactly what's wrong and how to fix it.

Four Pillars of AI Safety

At launch, Risk Center focuses on four critical areas of AI application safety:

1. Test Case Coverage Rather than guess what to test, Risk Center automatically monitors your production traffic and compares it to your test cases. It identifies gaps between what you're testing and what your users are actually doing, then suggests specific test cases to close those gaps. The best part? You can add these suggested test cases to your application with just one click.

2. PII Leak Detection Sending sensitive information to language models by accident is easier than you might think. Risk Center helps identify where you might be leaking PII to various services, allowing you to catch and fix these issues before they become problems.

3. Prompt Security Are your prompts vulnerable to injection attacks? Risk Center proactively tests all your prompts for common security risks, helping you identify and fix vulnerabilities before they can be exploited. This is especially crucial for applications in regulated environments or those where safety is paramount.

4. Evaluator Coverage Having test cases is great, but are you measuring the right things? Risk Center helps ensure you have comprehensive evaluation coverage, including both automated metrics and human-in-the-loop review where appropriate.

From Insights to Action

What makes Risk Center different is how actionable it is. When we identify a risk, we don't just tell you about it – we help you fix it. See a gap in your test coverage? One click adds the suggested test cases to your application. Notice a prompt security issue? We'll show you exactly how to mitigate it.

The result? A dramatic reduction in the time and effort required to build safe, production-ready AI applications.

Your AI Safety Partner

Risk Center isn't just a monitoring tool – it's a partner in building safer AI applications. It works continuously in the background, adapting to how your application is being used and helping you stay ahead of potential issues.

Whether you're building your first AI application or managing a fleet of them, Risk Center gives you the confidence that you're building safely and responsibly.

Get Started Today

Ready to build safer AI applications? Risk Center is available in beta starting today. Visit our Pricing page to sign up and start building with confidence.