Clairic
Cloudflare’s single-pass model for extracting data from text
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Clairic is Cloudflare’s extraction model that answers in a single pass without generating output tokens. Send text and up to four images with typed fields, and get back extracted values, computed values, estimates with 80% intervals, and forecasts, each with a confidence score. It’s in preview on Workers AI and the REST API. Cloudflare says open weights are planned. It charges only for input tokens.
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PH · launched Oct 20, 2026 · 3 upvotes (top 10%)
- Horizontal
- Data infrastructure
- Developer
- AI-native
- Commercial product
- Artificial Intelligence
Similar launches
See all 9 similar launches →Could you build this?
No Clairic is a trained extraction model whose single-pass, no-output-token design is Cloudflare's own research, so a comparable product requires training a model rather than wrapping an API.
What it would actually take: Replicating it means designing a model architecture that emits typed fields, computed values, calibrated 80% intervals, and forecasts in one forward pass, then training it on large labeled extraction and forecasting datasets. That requires ML research staff, substantial GPU compute, and proprietary or carefully curated training data. Prompting a general LLM can approximate extraction but not the single-pass calibrated output.
Competitors
Other products that read as similar to this one : 9 launches clear the similarity bar, closest 8 shown.
Attention rank: #4 of 10 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 186 days after the earliest competitor.
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