# Stampli cuts launch hours by 68% using ChatGPT Work

Source: [OpenAI](https://openai.com/index/stampli)  
Feed7 permalink: https://feed7.dev/p/stampli-cuts-launch-hours-by-68-using-chatgpt-work-cb030de2dd  
Published: 2026-08-20T00:00:00.000Z  
Trust: Official Source (official_source)

## Why Included

The 68% time claim lacks workflow, quality, review-burden, and task-level detail, so it offers little reusable guidance.

## Source Summary

Stampli used Codex and ChatGPT Work to cut launch-production hours by 68%, showing how agents can absorb execution work when deadlines and design capacity collide.

## Practical Implication

For agent-assisted launches, define the deadline and production scope clearly, then direct agents toward the work that constrained teammates cannot cover.

## Agent-Ready Context

Stampli used **Codex and ChatGPT Work** to produce launch materials under a fixed deadline, cutting launch-production hours by **68%** and compressing **weeks into days**.

For agent-assisted launches, define the deadline and production scope clearly, then direct agents toward the work that constrained teammates cannot cover.

The material does not describe the workflow, output quality, review burden, or which tasks produced the measured reduction.

## Context Map

- Layer: industry
- Domains: coding
- Topics: coding-agents, adoption

## Uncertainty

- None recorded.

## Agent Instruction

Use this item as source-backed context. Do not invent claims beyond the linked source. If this item conflicts with another source, call out the conflict.