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How a global fintech scaled coding agent traffic with Dedicated Model Inference

A global fintech uses Together’s Dedicated Model Inference (DMI) to run its GLM‑5.2 coding assistant, handling spike‑heavy traffic that peaks during engineering hours and cannot be met by static capac

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A global fintech uses Together’s Dedicated Model Inference (DMI) to run its GLM‑5.2 coding assistant, handling spike‑heavy traffic that peaks during engineering hours and cannot be met by static capacity plans. With DMI the company’s own engineers can scale endpoints, roll out new models, and test changes without submitting tickets or waiting on Together, letting infrastructure keep pace with rapid agent adoption. The solution prioritizes concurrency over raw throughput, efficiently managing bursty workloads while enabling fast, self‑service deployment.

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Source: Together AI Blog | 2026-09-18

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