A large connector catalogue, extended past 2,000 apps through Pipedream.
Relevance AI gives you a workbench to build a workforce. Beagle is one teammate that already works - invited to a channel, reading the thread, with no builder to learn and no agent to configure.
Relevance AI is an AI agent builder. A no-code platform for building agents and multi-agent workforces that run across your connected apps. Here is where the two part ways.
| Relevance AI | Beagle | |
|---|---|---|
| Where it lives | Its own builder, with Slack and Teams apps layered on. | Slack and Microsoft Teams, as a teammate. |
| Reads your channels | Only the channels a builder wires into a step. | Every channel it is invited to, scoped to what each teammate can see. |
| Takes initiative | Runs on manual, scheduled and webhook triggers. | Pipes up unprompted when something needs you. |
| Acts across your tools | Native connectors plus a 2,000+ app catalogue. | Drafts and does the work across ~2,700 connected apps. |
| Learns your team | Memory and knowledge you configure per agent. | Remembers your tone, your people and what you decided. |
| Asks before acting | A blocking approval mode, set per connection. | Always waits for your nod before anything goes out. |
| Pricing | Seats plus action and vendor credits. | Free to start - 1,000 credits, no card. $49/mo adds 5,000 monthly. |
Nobody switches on a page that pretends the other tool is rubbish. Here is the honest case for Relevance AI.
A large connector catalogue, extended past 2,000 apps through Pipedream.
A blocking approval mode: the agent drafts the action and waits for you.
Real memory and knowledge primitives, plus model choice across Claude, GPT and Gemini.
The shape of work Relevance AI was not built for.
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.
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.
Correct it once and it remembers. Over time it knows your tone, your accounts and your decisions - the part Relevance AI leaves to you.
They are built for different jobs. Pick by the job you actually have.
Pick Relevance AI when you want to design a multi-agent workforce yourself and control every step it takes.
Pick Beagle when you would rather skip the build and have a teammate answering in your channel this afternoon.
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. Relevance AI gives you a workbench to build a workforce. Beagle is one teammate that already works - invited to a channel, reading the thread, with no builder to learn and no agent to configure.
Relevance AI is an AI agent builder: A no-code platform for building agents and multi-agent workforces that run across your connected apps. 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 Relevance AI when you want to design a multi-agent workforce yourself and control every step it takes. Relevance AI is genuinely strong at: A large connector catalogue, extended past 2,000 apps through Pipedream. A blocking approval mode: the agent drafts the action and waits for you. Real memory and knowledge primitives, plus model choice across Claude, GPT and Gemini.
It depends on the job. Pick Beagle when you would rather skip the build and have a teammate answering in your channel this afternoon. 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. Relevance AI prices seats plus action and vendor credits.

Try Beagle free for one seat and see how it compares to Relevance AI on your own work.