rallyRally vs Slack
Short answer: Keep Slack, and add Rally for the work itself. Slack is the best place for quick team chat, and Slackbot is now a capable personal AI agent. But Slackbot works with one person at a time. In Rally, your whole team and one AI share the same conversation and files inside a Space, so the next person can carry on without a recap. You can reach Rally from Slack too. Mention @Rally, DM it, or type /rally, and progress posts back to the thread. The price is per organization, not per person.
Side by side
Side by side
| Question | Rally | Slack |
|---|---|---|
| Built for | Teams who work with one shared AI | Team chat, with a personal AI agent for each person |
| People in one AI conversation | Yes. Everyone in a Channel talks to the same Rally. | Slackbot conversations are personal to each user. |
| Shared context | Spaces and Channels keep files, decisions, and history for people and AI alike. | Channels, threads, and canvases, with AI search, recaps, and summaries. Free plan shows 90 days of history. |
| Private side work | Breakouts for one-on-one or small-group work, merged back when ready. | DMs, group DMs, and private channels. |
| Your tools | Google Workspace, Slack, Notion, GitHub, Linear, Granola, and more. Reads and writes back. | 2,600+ Marketplace apps, and Slackbot can call other tools over MCP. Free plan allows 10 apps. |
| Runs on its own | Sidekicks run on a schedule or when something happens. | Workflow Builder runs on a schedule or a trigger. Slackbot tasks can run up to three times a day. |
| Models | One voice, with each job routed to the model family best at it. | Salesforce says Anthropic's Claude powers the new Slackbot features. |
| Pricing | $100 or $250 per organization a month. No seat limit. | Free, then $7.25 (Pro) or $15 (Business+) per user a month billed yearly. Enterprise+ by quote. |
Our side of the story
Where Rally wins
One AI the whole team shares
In a Rally Channel, everyone talks to the same AI. It tracks who asked what and who is allowed to see what, across people and connectors, so a teammate can jump in mid-task and find the whole story there.
Work that stays put
A Space keeps a project's files and decisions together, along with the drafts and dashboards Rally makes. Chat can scroll on by. The work stays where you left it.
Jobs that run themselves
Ask for a weekly digest and Rally creates a Sidekick for it. There's no workflow to build or prompt to write, and it keeps going in the cloud when laptops close.
A bill that ignores headcount
Rally costs $100 or $250 a month for the whole organization, with no seat limit and one shared quota. Add the intern to the Channel and the invoice doesn't notice.
My manager told me to cut the new AI some slack. So I installed it in ours.