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Stampli cuts launch hours by 68% using ChatGPT Work

Stampli, an accounts payable automation company, reduced launch production hours by 68% by integrating OpenAI's ChatGPT Work and Codex into its delivery pipeline, compressing weeks of release preparation into days. The integration allowed engineering teams to bypass design resource bottlenecks and accelerate time-to-market without diverting core developer bandwidth.

read1 min views13 publishedAug 21, 2026
Stampli cuts launch hours by 68% using ChatGPT Work
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OpenAI

Stampli cuts launch hours by 68% using ChatGPT Work

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A 68 percent reduction in launch production hours was achieved by integrating ChatGPT Work and Codex, compressing weeks of release preparation into days. For engineering teams, this demonstrates that embedding enterprise LLM tools directly into the delivery pipeline successfully bypasses design resource bottlenecks under tight deadlines. This makes LLM-assisted workflow automation a highly viable strategy to accelerate time-to-market without diverting core developer bandwidth from production systems.

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