Several tech companies are investing in and hiring for roles related to deploying artificial intelligence systems. Some companies, including microsoft and aws, are committing significant funds and personnel to these efforts, while others, such as openai and tata consultancy services, are launching new initiatives or seeking acquisitions to support ai deployment. The term "forward deployed engineer" is being redefined from referring to engineers to referring to entities, but the specifics of these developments are not entirely clear.