AI adoption is becoming operational
Service companies are getting value from AI by improving specific workflows instead of trying to rebuild the whole business around automation.
Where teams start
Useful early projects include lead intake summaries, proposal drafts, meeting notes, support triage, document review, and weekly delivery reports. Each workflow has clear inputs and measurable time savings.
What to avoid
Do not start with a generic chatbot. Start with a repeated workflow, define review controls, and measure whether the team actually saves time.