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Cloudflare's Three-Model Workflow Cuts Claim Processing Time by 69% in Test

Cloudflare's Three-Model Workflow Cuts Claim Processing Time by 69% in Test

Photo: TokenPost

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, in a test with lower projected costs. The workflow was about 3.2 times faster than the version that used GLM-5.3 for every step, which took 61.7 seconds. 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. Those cost figures are estimates scaled to one million claims, not the cost of processing that many claims in the test. Cloudflare divided the task among three models.

Source: TokenPost

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