Stampli Cuts Launch Hours by 68% Using ChatGPT Work

Stampli, a company specializing in accounts payable automation, has shared a case study revealing how it reduced launch production time by 68 percent using OpenAI's Codex and ChatGPT Work tools. Facing a fixed deadline and with design resources already committed elsewhere, the team turned to AI to streamline their workflow. What typically took weeks of preparation was compressed into just a few days, allowing the launch to proceed on schedule without sacrificing quality. The case study highlights a broader trend: AI tools are no longer just for prototyping or experimentation; they are becoming essential for production-level work. By automating repetitive coding tasks, generating content, and assisting with project coordination, ChatGPT Work and Codex enabled Stampli's small team to operate with the output of a much larger group. The success at Stampli demonstrates that even specialized business software companies can benefit from general-purpose AI assistants. For teams facing tight deadlines or limited resources, this example offers a clear path forward: integrate AI into the workflow early, use it to handle time-consuming tasks, and focus human effort on strategic decisions. The result is faster delivery, lower stress, and a more efficient use of talent.