Cogito vs Slack AI
AI in Slack. No platform agenda.
Slack AI summarizes your Slack and is now Salesforce-owned, shaped by Salesforce's roadmap (including being the conversational interface for Agentforce). Cogito has no platform allegiance. Slack is just the interface; your data lives across every system; we sell AI, not Slack.
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In one sentence
Slack AI summarizes Slack and is now Salesforce-owned. Cogito has no platform allegiance - Slack is just the interface, your data lives across every system, and we sell AI, not Slack.
What Cogito does that Slack AI doesn't
The angles that actually differ. Different on every comparison because the leverage is different on every comparison.
Knows AND does, without the Salesforce tax
Cogito doesn't just summarize Slack; it ships work across your stack with the context to make the action right. Drafts emails, files Linear tickets, updates Intercom conversations, posts back to Slack, all with your approval. Slack AI's cross-tool action runs through Agentforce on the Salesforce platform - the action layer is shaped by Salesforce, not by what your team actually uses.
No parent platform
Slack AI is now Salesforce-owned. Its roadmap is shaped by what Salesforce wants Slack to do, including being the conversational interface for Agentforce. Cogito has no parent platform pulling the product in any direction.
Roadmap on your team's timeline
When Slack AI evolves, it evolves on Salesforce's release cadence and product priorities. Cogito's roadmap is shaped by what its customers ask for, with no platform tax on what we can build.
Reach beyond Slack without going through Salesforce
First-class integrations into Linear, Notion, Intercom, and the rest of your stack. Slack AI reaches outside Slack mainly via Agentforce - which is also Salesforce-owned.
Cross-tool action without Agentforce
Cogito acts directly across your stack: post to Slack, create a Linear ticket, update Intercom, draft an email. Slack AI's cross-tool action runs through Agentforce on the Salesforce platform.
Permission inheritance from every source
Each user's permissions in Linear, Intercom, Notion, and every connected tool. Slack AI's permission model is Slack-bound; non-Slack data is read through external connectors.
Coming to Microsoft Teams
Same brain, same data, same model when Cogito ships in Teams. Slack AI is, and will remain, Slack-only.
Which one fits your team?
Best for Slack AI
- Teams that mainly need Slack summarization and recap
- Companies already paying for Slack Business+ tiers
- Use cases that stay within the Slack ecosystem
Best for Cogito
- Teams that need to act in Linear, Intercom, Notion, and your CRM - not just summarize Slack
- Companies that want AI without a Salesforce-shaped roadmap
- Teams planning to use Microsoft Teams when Cogito ships there
Side by side
Sourced from Slack AI's public docs and Cogito's own site. We update this when either changes.
CogitoWhere Slack AI breaks down
Slack AI is now Salesforce-owned, which changes what it is at the architecture level. Its roadmap is shaped by what Salesforce wants Slack to do (including being the conversational interface for Agentforce), and cross-tool action runs through the Salesforce platform. The AI evolves on Salesforce's timeline, with Salesforce's priorities, and the cross-tool path keeps routing back to Salesforce. If your team's work isn't Salesforce-shaped, you'll feel the pull: a roadmap you don't control and an action layer that keeps trying to bring you back to Salesforce.
In practice
Ask both: 'what is blocking the Acme deal?'
CogitoCogito synthesizes the Slack discussion, the deal stage from your CRM, the Intercom conversations the customer has open, the Linear ticket Engineering opened for the requested feature, and the personal email thread with their CTO - acting on each system directly.
Slack AI summarizes the Slack channel. To reason across the rest, it routes through Agentforce on the Salesforce platform, which assumes Salesforce as the system of record - shaping how the answer comes together.
More common workflows
Concrete day-to-day moments where the architecture difference shows up.
Scenario
Sales lead asks: 'what is the top blocker across every enterprise deal this month?'
CogitoCogito reads deal stage history from your CRM, Intercom conversations filed by enterprise accounts, Linear features those accounts are waiting on, and Slack threads where deals were debated. It returns a ranked list with each deal's specific blocker and the cross-system signals that point to it.
Slack AI summarizes what was said about enterprise deals in Slack. Reasoning across the actual stage history and the engineering-side blockers means hopping into Agentforce on the Salesforce platform - and the answer is shaped by Salesforce's view of the world.
Scenario
Auto-create a Linear bug from a customer complaint and notify the on-call engineer.
CogitoCogito reads the Slack thread, writes the Linear ticket with the customer context attached, tags the on-call engineer, and posts the ticket link back to the original thread. Each step uses a direct API call to the right system.
Slack AI handles the in-Slack summary. The cross-tool action runs through Agentforce, which is Salesforce-shaped. If your bug tracker is Linear, the path back from Slack to it routes through Salesforce - an extra layer that wasn't supposed to be there.
Not another AI tool
Three different shapes of AI for business. Cogito is structurally different from each.
Search tools
Memory of nothing.
Find files. No reasoning, no synthesis, no action across systems. Each query starts from scratch.
Slack AI
AI in Slack, on Salesforce's timeline.
Slack AI summarizes your Slack and is now Salesforce-owned. Roadmap is shaped by Salesforce. Cross-tool action runs through Agentforce. The AI evolves on someone else's schedule.
A business brain
All systems. One mind. No platform agenda.
Sees every system at once. Cites every claim with deep links. Pushes back when you're wrong. Acts across the stack with approval.
Should you switch?
Slack AI and Cogito are complementary. Slack AI handles in-Slack recap and search. Cogito handles cross-system reasoning and action, with Slack as the interface. You can run both at once.
Common questions
Still have questions?
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