Beagle vs Gumloop.

If you want an AI that lives in Slack and Microsoft Teams, reads your channels, and does the work rather than waiting to be asked, yes. Gumloop is a strong canvas for a team that wants to build its own automations and drop them into Slack. Beagle skips the canvas - you describe the outcome in a thread and it does the work, with no flow to design or maintain.

Gumloop is an AI workflow builder: A no-code canvas for building AI automations that can be deployed into Slack and Teams. Beagle is an AI teammate that sits in your Slack or Microsoft Teams channels, reads the thread, remembers your team, and drafts or does the work across roughly 2,700 connected apps - always pausing for your approval first.

Pick Gumloop when someone on your team enjoys building automations and you want tight control over every step. Gumloop is genuinely strong at: A clean visual canvas with over a hundred prebuilt nodes and integrations. Per-tool approval policies: always allow, ask each time, or ask for writes. Unlimited seats on the paid plan - you pay for credits, not for people.

It depends on the job. Pick Beagle when you want the outcome without owning a canvas, and the ask changes from week to week. Plenty of teams run both - Beagle covers the day-to-day work inside chat and hands off to the specialist tool where it is better.

Yes. Beagle lives natively in both, reading only what each teammate can see and waiting for your nod before it acts.

Beagle is free to start - 1,000 credits on signup, no credit card. A $49/month membership adds 5,000 credits every month, with one-time top-up packs when you need more. Gumloop prices credit-based, with unlimited seats.