Let an AI helper do the weekly chasing in Slack

The roster takes an evening of messages

Every week, someone has to work out who’s on. They send a message asking for availability, wait, read through the replies, chase the people who didn’t answer, build the roster, and then chase again to fill the gaps. For a small team or a group of volunteers, that person is often the busiest one you’ve got, and it eats an evening that should be theirs.

Why Slack on its own doesn’t do the job

Slack is a good place for a team to talk, and it has its own workflow tools for simple forms and reminders. If everyone answers a form the same way, those tools can take you a long way.

Real replies aren’t that tidy. People say “probably Thursday, maybe Saturday morning if my sister has the kids.” Slack’s workflow tools can’t read that and turn it into a roster. So the coordinator still reads every message, builds the roster by hand, and works out who to chase.

How we set it up with Slack

We work with an animal rescue that has one paid coordinator and 45 volunteers. The weekly roster was built by hand from texts, and it took the coordinator an evening.

We set up an AI helper that collects availability, drafts the roster in Airtable, and messages the gaps in Slack. The roster now takes about an hour instead of an evening. The coordinator still makes the final call on who handles new animals, because that needs someone who knows each volunteer’s experience. Read the animal rescue story.

We started by mapping how you work (the industry calls it process mapping). That meant writing down how the roster was built, which shifts needed experienced people, and when a gap became urgent. Those rules are what the AI helper follows.

When Slack is the right call, and when it isn’t

It’s a good fit when most of your team or volunteers already use Slack and the weekly chasing happens there. The AI helper works where people already are.

If half your people only answer texts, Slack alone won’t reach them, and that’s worth sorting out first. And any decision that needs care, like who looks after a new animal or a difficult client, stays with a person. We set it up that way from the start.

Where to go next

See the wider automating repeat work service, or read about Slack. The roster in this story lives in Airtable, so see automating repeat work with Airtable too. See how we work with not-for-profits and hospitality and events. When you’re ready, get your AI Starter Plan.