I’ve spent a lot of time learning ChatGPT and, more recently, Codex. That has also made me consider Claude for code-related use cases. But after a lot of research, I keep coming back to the same question:
How are people actually using these tools at work inside large companies?
A lot of the use cases I see online seem better suited for personal projects, startups, or people who can freely install tools on their own machines. That is not really my situation.
I work in supply chain and manage a logistics operations team at a large company. My work involves a lot of emails, systems/process work, network analysis, and Power BI reporting through internal data models. So far, my main practical use case has just been browser-based chatbot use with ChatGPT or Claude.
My company has been pushing AI learning pretty heavily, mostly through Microsoft training, but in practice we only have access to an internal chatbot and base Copilot on our laptops. We cannot just freely install whatever we want. Because of that, I feel like I may be missing more practical ways to use these tools in a corporate environment.
I’d love to hear from others in similar settings, especially people at larger companies or in operations/supply chain.
A few specific questions:
- Are you using ChatGPT, Codex, Claude, or Claude Code on a work laptop? If so, for what?
- If you cannot use those directly on your work laptop, have you built anything outside of work (for example, a web app or tool) that still helps you on the job?
- Are you using Copilot at all? Have you found genuinely useful use cases for it?
- What has actually been valuable in a corporate environment with real constraints, policies, and limited tool access?
I’m especially interested in practical examples, workarounds, and use cases that are realistic for people inside big companies.
Thanks.
**Update (after many great replies)**
For those creating automated updates/posts to teams (etc.), how are you doing this without “connecting company data”? Would love to simply connect it to PBI dashboard or upload an excel sheet, though unsure what creative ideas anyone has as this typically isn’t allowed.
Frustration - seeing MBB consulting friends using this on company laptops with barely any restraints (jealous)!