Autoblocks AI

Autoblocks AI is an LLMOps platform for iterative testing, evaluation, and monitoring of AI agents — enabling teams to catch failures early, incorporate expert feedback, and launch trustworthy AI at scale.

Pricing Model: Free + Paid

Category: Coding Assistants & Developer Ai Tools

https://www.autoblocks.ai/

Release Date: 08/01/2022

• Automatically generate test cases from real user inputs
• Integrate expert feedback into evaluation pipelines
• Monitor agent behavior with live, real-time evaluations
• Stress test agents with high-volume interaction simulations
• Optimize prompts and model configurations using grid search
• Track experiment versions with detailed audit logs
• Ensure HIPAA and SOC 2 Type 2 compliance
• Seamlessly integrate with existing AI stacks and tools
• Enable collaboration across product, data, and engineering teams
• Reduce AI risks with proactive failure detection and testing

Autoblocks AI is a comprehensive LLMOps platform designed to improve the safety, reliability, and performance of AI agents. As businesses increasingly rely on large language models and generative AI, ensuring these systems behave as expected has become critical. Autoblocks empowers teams to systematically test and validate AI behavior before deploying it into production environments.

With Autoblocks, teams can automatically generate test cases based on real-world inputs, simulating a wide variety of user interactions. This allows them to uncover failure points early in the development cycle. The platform supports the integration of subject matter expert (SME) feedback, enabling evaluations to go beyond technical metrics and incorporate human judgment and domain-specific knowledge.

Autoblocks enables large-scale simulations and red teaming to identify weaknesses in AI logic, content handling, or safety filters. It also offers advanced prompt and configuration optimization through grid search, helping teams tune their agents quickly and effectively. Real-time monitoring ensures that agents continue to perform reliably after deployment, with SDKs available for integration into existing applications.

The platform includes full experiment tracking and audit logs, offering version control and traceability. This makes it easier to understand how models evolve over time, and ensures that teams can maintain oversight, especially in regulated industries. Designed with security in mind, Autoblocks complies with industry standards including SOC 2 Type 2 and HIPAA.

By combining testing, evaluation, monitoring, and compliance into a single workspace, Autoblocks AI reduces development risk, accelerates AI iteration, and improves collaboration across teams. It provides the tools developers and product teams need to launch responsible and trustworthy AI applications, all while fitting seamlessly into current workflows.

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