Clairic
AI model by Cloudflare
System One extraction and forecasting with confidence scores.
Clairic is a System One-style extraction model from Cloudflare that extracts and forecasts values from unstructured data. It provides strongly typed outputs with confidence scores, making it ideal for developers who need reliable structured data for production AI applications.
Model specs
- Provider
- Cloudflare
- Model family
- Clairic
- Released
- 2026-10-19
- Input
- Text
- Output
- Text
- Capabilities
- Structured output
- Available on
- Cloudflare Workers AI
- Launched
- 2026-10-19
- Languages
- English
Category: Machine Learning
- Access
- Cloudflare Workers AI (Workers Binding or REST API)
- Released
- 2026-10-19
- Model Type
- System One Extraction
- Hosting
- Cloudflare-hosted
- Output Type
- Strongly typed with confidence scores
- Availability
- Preview
- System One-style extraction model for unstructured data
- Outputs confidence scores and probabilities for every result
- Strongly typed for reliable structured data output
- Available in preview via Cloudflare Workers AI catalog
Overview
Clairic is a System One-style extraction model developed by Cloudflare for developers building AI-powered applications. It is designed to extract, compute, estimate, and forecast values from unstructured inputs with high precision. As a strongly typed model, it provides confidence scores and probabilities for its outputs, making it suitable for production workflows that require rigorous data validation. It is available in preview through the Cloudflare Workers AI platform, running on Cloudflare's global serverless infrastructure. This allows developers to integrate advanced data extraction and forecasting directly into their edge-based applications without managing separate infrastructure.
Core Intelligence and Extraction
- Data Extraction and Forecasting: The model extracts, computes, estimates, and forecasts values from unstructured inputs with high precision.
- Strongly Typed Output: Clairic is a strongly typed model that ensures structured data output for production workflows.
- Confidence Scoring: The model provides confidence scores and probabilities for every output it generates.
- System One Architecture: Designed as a System One-style model for fast and intuitive data processing tasks.
Deployment and Access
- Workers AI Integration: Clairic is available as a pinned model within the Cloudflare Workers AI model catalog.
- Global Edge Deployment: The model runs on Cloudflare's global serverless infrastructure across 330+ cities.
- Flexible API Access: Developers can access the model through Workers Bindings or the REST API.
- Preview Access: The model is currently available in preview from the Cloudflare Workers AI team.
Use cases
- Developers extract specific data points from unstructured text logs to populate structured databases.
- Financial applications use the model to compute and forecast values from raw transaction descriptions.
- Data analysts estimate missing information in datasets based on surrounding unstructured context.
- Security teams use confidence scores to automate the validation of extracted threat indicators.
Specifications
- Modalities
- Unstructured text → Structured data, confidence scores, and probabilities
- Access
- Cloudflare Workers AI (Workers Binding or REST API)
- Released
- 2026-10-19
- Model Type
- System One Extraction
- Hosting
- Cloudflare-hosted
- Output Type
- Strongly typed with confidence scores
- Availability
- Preview
- Platform
- Cloudflare Workers AI
How it works
- Locate in Catalog: Navigate to the Workers AI section of the Cloudflare dashboard to find Clairic in the model catalog.
- Configure Access: Configure a Workers AI binding in your project or use the REST API to reference the Clairic model.
- Process Data: Send unstructured text inputs to the model to receive structured data, estimates, or forecasts.
- Validate Results: Review the confidence scores and probabilities returned with the data to validate the output for production use.
FAQ
What is Cloudflare Clairic?
Clairic is a System One-style extraction model designed to extract, compute, estimate, and forecast values from unstructured inputs with high precision and confidence scoring.
How can I access the Clairic model?
Clairic is available through the Cloudflare Workers AI platform and can be accessed via Workers Bindings or the REST API.
What makes Clairic different from other AI models?
Unlike general-purpose LLMs, Clairic is a strongly typed model that outputs specific data types along with confidence scores and probabilities for its findings.
Is Clairic generally available?
Clairic is currently in preview from the Cloudflare Workers AI team and is available as a pinned model in the Workers AI catalog.
Added by AntSpace from public sources (developers.cloudflare.com).