Cloudflare's Three-Model Workflow Cuts Claim Processing Time

Cloudflare's AI workflow processes damaged-product claims 69% faster with three models.

Oct 20, 2026

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Cloudflare's Three-Model Workflow Cuts Claim Processing Time

Cloudflare's AI workflow processes damaged-product claims 69% faster with three models.

In brief

Cloudflare's AI workflow processes damaged-product claims 69% faster with three models. Cloudflare's three-model AI workflow reduces claim processing time by 69% compared to single-model setups. Originally reported by TokenPost.

Cloudflare's Three-Model Workflow

Cloudflare's new Clairic model helped a three-model AI workflow process a damaged-product claim in 19.3 seconds, 69% less time than a GLM-5.3-only setup.

Cost Reduction in Test

Projected costs per million claims were $6,032 for the three-model setup and $11,740 for the GLM-5.3-only setup, a 49% reduction.

How the Workflow Works

Clairic extracts order and damage details, Clef selects refund or repair, and GLM-5.3 drafts the customer reply.

The essence

Cloudflare's three-model AI workflow reduces claim processing time by 69% compared to single-model setups.

Read the original on TokenPost

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