A clean visual canvas with over a hundred prebuilt nodes and integrations.
Gumloop alternative
Looking past Gumloop?
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.
Side by side.
Gumloop is an AI workflow builder. A no-code canvas for building AI automations that can be deployed into Slack and Teams. Here is where the two part ways.
| Gumloop | Beagle | |
|---|---|---|
| Where it lives | A visual canvas; agents deploy into Slack, Teams and email. | Slack and Microsoft Teams, as a teammate. |
| Reads your channels | The specific channels and inboxes you set as triggers. | Every channel it is invited to, scoped to what each teammate can see. |
| Takes initiative | Schedules and event triggers you configure. | Pipes up unprompted when something needs you. |
| Acts across your tools | Over a hundred prebuilt nodes and integrations. | Drafts and does the work across ~2,700 connected apps. |
| Learns your team | Opt-in recall of past conversations. | Remembers your tone, your people and what you decided. |
| Asks before acting | A per-tool policy you set in advance. | Always waits for your nod before anything goes out. |
| Pricing | Credit-based, with unlimited seats. | Free to start - 1,000 credits, no card. $49/mo adds 5,000 monthly. |
What Gumloop does well.
Nobody switches on a page that pretends the other tool is rubbish. Here is the honest case for Gumloop.
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.
Where Beagle fits.
The shape of work Gumloop was not built for.
Lives where you talk
Beagle is a teammate in Slack and Microsoft Teams, not a tab you switch to. It reads the channels it is invited to and answers in the thread.
Does the work, not just the talk
It drafts the reply, updates the record and chases the action item across ~2,700 tools - then waits for your nod before anything goes out.
Learns your team
Correct it once and it remembers. Over time it knows your tone, your accounts and your decisions - the part Gumloop leaves to you.
Which one should you pick?
They are built for different jobs. Pick by the job you actually have.
Pick Gumloop when someone on your team enjoys building automations and you want tight control over every step.
Pick Beagle when you want the outcome without owning a canvas, and the ask changes from week to week.
Common questions.
Is Beagle a good Gumloop alternative?
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.
What is the difference between Beagle and Gumloop?
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.
When should I pick Gumloop over Beagle?
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.
Can Beagle replace Gumloop?
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.
Does Beagle work in Slack and Microsoft Teams?
Yes. Beagle lives natively in both, reading only what each teammate can see and waiting for your nod before it acts.
How is Beagle priced compared to Gumloop?
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.
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