Autoblocks AI

Autoblocks AI: Build Safe and Reliable AI Applications

What is Autoblocks AI?

Autoblocks AI is a platform designed to help teams build, test, and deploy reliable AI applications, particularly in high-stakes industries. It provides a comprehensive suite of tools for seamless collaboration, accurate evaluations, and streamlined workflows, ensuring AI solutions meet the highest standards of quality.

How does Autoblocks AI work?

Autoblocks AI addresses the challenges of AI development by providing solutions for testing, validation, and deployment. Key components include:

• Dynamic Test Case Generation: Generates test cases based on real user inputs to catch edge cases efficiently.
• SME-Aligned Eval Metrics: Incorporates Subject Matter Expert (SME) input into the evaluation pipeline, ensuring agent behavior aligns with real-world standards.
• Continuous Improvement Loop: Closes the loop between testing, SME feedback, and production data, allowing agents to improve with each iteration.
• Red-Teaming & Simulation Tooling: Simulates thousands of real-world interactions to identify weak points and risky behavior before deployment.
• HIPAA & SOC 2 Type 2 Compliance: Ensures enterprise-level security and compliance with industry regulations.
• Full Integration: Works with existing codebases, frameworks, and deployment setups.

Key Features and Benefits:

• Reliable AI Agents at Scale: Ensures AI agents behave predictably and pass real-world tests before deployment, crucial for industries like healthcare and finance.
• True Dev and SME Collaboration: Captures SME input, codifies it into evaluation logic, and integrates it into the agent improvement loop.
• Alignment with Business Outcomes: Links testing and evaluation to real-world results such as lowering costs, ensuring compliance, and reducing failure rates.

How to use Autoblocks AI:

The platform integrates into your workflow in a few simple steps:

1. Connect: Plug in your existing AI agent, models, prompts, and evaluation logic.
2. Test: Define or import test cases, or use Autoblocks to generate them automatically from production data.
3. Align SMEs: Invite SMEs to review outputs and provide feedback through purpose-built interfaces.
4. Review & Deploy: Review insights from test and eval dashboards, iterate on prompts, and deploy the best-performing variants.
5. Monitor & Iterate: Set up production monitoring and auto-update test sets and evaluation metrics to continuously improve your AI agent.

Why is Autoblocks AI important?

In industries handling sensitive data, the risks associated with AI models are significant. Data leaks and incorrect hallucinations can lead to substantial liabilities. Autoblocks AI gives teams control over AI development and testing, balancing innovation with compliance and risk management.

User Testimonials:

• Hinge Health: "Autoblocks fundamentally changed how we build AI at Hinge Health—giving us the speed, clarity, and confidence we need to lead in healthcare innovation."
• Other users have praised Autoblocks for its adaptability and the immediate value it provides by plugging into existing codebases. Users also note that Autoblocks enables them to ship faster.

Autoblocks AI Use Cases:

• Healthcare: Ensure compliance and accuracy when deploying AI in healthcare applications.
• Finance: Manage risk and ensure compliance in financial AI applications.
• Regulated Industries: Any industry requiring stringent control over AI model behavior and data handling.

Autoblocks is trusted by AI teams in high-stakes industries to:

• Test thousands of real-world scenarios in minutes
• Capture and apply SME feedback automatically
• Validate agent behavior to accelerate deployment without sacrificing reliability

Autoblocks helps AI teams link testing and evaluation to real-world results. Whether it’s lowering costs, ensuring compliance, or reducing failure rates, you’ll ship AI that supports business goals—not just model performance metrics.

Where can I use Autoblocks AI?

Autoblocks AI is designed for teams in industries such as:

• Healthcare
• Finance
• Other regulated sectors

It integrates with your existing stack, so there is no need for a full rip-and-replace. You can plug into your existing codebase, framework, or deployment setup and get immediate value.

Best way to ensure reliable AI deployment:

The best way to ensure reliable AI deployment is to combine thorough testing, SME feedback, and continuous monitoring. Autoblocks AI provides the tools needed to achieve this, ensuring that your AI agents are not only high-performing but also safe and compliant.