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AIApr 10, 20261 min read
Where AI actually earns its keep in operations
AI isn't a strategy. But pointed at the right repetitive tasks, it quietly returns hours every week. Here's where we deploy it.
By Julius Alba
The most valuable AI in operations is boring. It's not a chatbot on your homepage — it's the thing that reads a messy form submission and files it correctly, or drafts the weekly report so a human only has to edit.
Summarize and route
Long threads, support tickets, and intake forms all carry signal buried in noise. AI is excellent at extracting the structured bits, summarizing the rest, and routing the result to the right place.
Generate first drafts
Reports, recaps, and status updates are high-volume, low-creativity work. Generating an accurate first draft from your system's data turns an hour of writing into ten minutes of review.