OpenAI released two tutorials on 2026-07-14, targeting data science teams and sales teams respectively, demonstrating how to use ChatGPT Work to build root cause briefs, impact reports, KPI memos, scope analyses, and dashboard specifications (data science), as well as pipeline briefs, meeting prep packs, forecast reviews, account plans, and stalled deal diagnostics (sales) from actual work inputs.
OpenAI released tutorials on using ChatGPT Work for data science and sales teams, showing how the tool generates various business documents from real work inputs.
ChatGPT Work can automatically generate structured documents from work inputs, indicating a certain level of context understanding and templated output capability. Next, we can observe whether it supports customized workflows for more roles (e.g., engineering, product).
OpenAI is promoting the adoption of ChatGPT Work in enterprise scenarios through role-specific tutorials, focusing on data science and sales, two high-frequency document generation areas. This reflects the trend of AI assistants moving from general conversation to vertical workflow penetration.
ChatGPT Work, by automating document generation, can reduce repetitive writing costs for data science and sales teams and improve output efficiency. Its value depends on actual adoption rates and document quality.
It is expected that OpenAI will expand ChatGPT Work to cover more functional departments (e.g., marketing, HR) and may launch an industry template marketplace. We can watch for subsequent releases of specialized versions for regulated industries such as finance and healthcare.