Composo

Composo is an AI quality layer that finds and fixes silent AI failures in production. It provides a failure report and builds guardrails to block bad outputs before customers see them.

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At a glance

Pricing

Likely Not Free

Free tier

API

Yes

Skill level

Technical

About

What is Composo?

Composo is a quality layer for production AI, designed to identify and rectify silent AI failures before they impact customers. It connects to production traces to generate a detailed failure report, categorizing issues by type, severity, and frequency. The system learns from domain expert corrections, adapting to evolving quality standards and improving over time. Composo replaces lengthy internal evaluation infrastructure builds, deploying in 2-4 weeks compared to 3-6 months. It creates custom failure taxonomies for specific domains, leveraging insights from over 30 deployments across various industries. Confirmed failure patterns are converted into guardrails that block bad outputs at runtime with sub-second latency, ensuring quality enforcement on 100% of outputs.

Best used for

Ideal for AI teams and ML engineers who need to proactively identify and fix AI failures in production, ensure high quality outputs, and build robust guardrails. Especially valuable for critical domains like healthcare, financial services, and legal tech where AI accuracy is paramount.

Common actions

evaluate AI quality

detect AI failures

implement AI guardrails

monitor production AI

improve AI reliability

Capabilities

Key features

Custom failure taxonomy
Expert-driven learning
Dynamic agent ensemble
Real-time guardrails
100% output evaluation
Production trace analysis

Target Audience

developer

Integrations

Not yet documented

Pricing & Plans

Likely Not Free

Not publicly disclosed. Check composo.ai for current pricing.

FAQs

How quickly can Composo identify AI failures in my production system?

Composo can deliver a failure report on your production AI in under a week, often identifying 3-5 critical failure patterns that teams were previously unaware of. This rapid deployment allows for quick insights into your AI's performance.

Does Composo require extensive integration with my existing systems?

No, Composo is designed for minimal integration. It connects to your production traces to surface failures without requiring complex setup. The system works by analyzing your outputs and learning from your domain experts.

How does Composo ensure the guardrails are specific to my domain?

Composo builds a custom failure taxonomy specific to your use case, learning from your production traces and expert corrections. This ensures that the guardrails and evaluation criteria are precisely calibrated to your domain's unique quality standards.

Can Composo be self-hosted in my cloud environment?

Yes, Composo offers a self-hosted option, allowing you to deploy it within your Azure, AWS, or GCP environment. This provides flexibility and control over your data and infrastructure, while maintaining SOC 2 Type II certification.

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AI Agents & Automation › AI Frameworks & Infra

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