What is Slack AI and what can it do?

Slack AI (included in Slack Pro/Business+ plans) provides: channel recaps (summarize a channel's conversation history from the past day/week), thread summaries (compress a long thread into key points and action items), search answers (ask a question and get an answer sourced from Slack's message history), and AI-powered message drafting. Slack AI is designed primarily to reduce the cognitive load of catching up on conversations you missed — rather than adding AI generative capabilities, it helps process existing communication.

What does Microsoft Teams Copilot do?

Microsoft Teams Copilot (part of Microsoft 365 Copilot, $30/user/month add-on) provides: real-time meeting transcription and summarization, action item extraction from meetings, meeting recap generation for people who missed, live chat thread summarization, AI-suggested replies, and integration with Microsoft 365 apps (Word, Excel, PowerPoint) from within Teams. Teams Copilot's strongest differentiator is real-time meeting intelligence — generating notes and action items as the meeting happens.

Which is better for small businesses: Slack or Teams?

For small businesses (under 50 people), both work well, but the decision often comes down to existing tool stack. If you use Microsoft 365 (Office, Outlook, OneDrive), Teams is deeply integrated and often the right choice — it's included in many Microsoft 365 plans. If you use Google Workspace, Slack integrates more naturally. Slack's user experience is generally considered more intuitive and developer-friendly; Teams is more comprehensive for Microsoft-ecosystem organizations. For pure cost: Teams is often free with existing Microsoft 365 subscriptions.

How much does Slack AI cost compared to Teams Copilot?

Slack AI is included in Slack Pro ($8.75/user/month, billed annually) and Business+ plans ($15/user/month). Microsoft Teams Copilot requires Microsoft 365 Copilot ($30/user/month add-on on top of existing Microsoft 365 subscription). If you're comparing AI-enabled versions: Slack AI adds minimal cost to existing Slack subscriptions; Teams Copilot is a significant additional investment. Teams basic (without Copilot) is included in Microsoft 365 Business subscriptions, making the non-AI Teams free for many organizations.

Slack AI vs. Microsoft Teams: Which Communication Platform Is Worth It in 2025?

Team communication platforms have consolidated around two dominant players: Slack and Microsoft Teams. Both have added significant AI capabilities in the past two years, making the choice between them more meaningful than it once was.

I've used both extensively across different organization types — Slack at startups and tech companies, Teams in enterprise and Microsoft-ecosystem environments. The choice between them was always somewhat contextual; with AI features, the contextual factors have become more significant.

This comparison covers the actual capabilities, the real-world experience, and the framework for deciding which platform fits your organization.

The Platforms: Brief Overview

Slack launched in 2013 and built a devoted following, particularly in tech and developer communities. Salesforce acquired Slack in 2021 for $27.7 billion. The platform is known for its clean UX, powerful integration ecosystem, and developer culture alignment.

Microsoft Teams launched in 2017 as Microsoft's response to Slack. It quickly became dominant in enterprise settings by leveraging Microsoft's existing relationships and bundling Teams with Microsoft 365 subscriptions. Teams integration with Office products (Word, Excel, SharePoint, OneDrive) is deep.

The competitive dynamic: Teams has more total users (300+ million monthly active users vs. Slack's ~40 million daily active users), largely because it's included free with Microsoft 365. Slack has higher satisfaction scores in developer-focused surveys.

Slack AI: What It Actually Does

Slack AI (announced 2024, rolled out across paid plans) focuses on a specific problem: communication overload.

Channel Recaps: When you've been away from a channel (overnight, over a weekend), Slack AI can summarize what happened — key discussions, decisions, and topics covered — without requiring you to scroll through every message.

Thread Summaries: Long threads (30+ replies) can be collapsed into a 3–5 sentence summary of the key points and any action items.

Search Answers: Ask Slack a question ("Did we decide on the Q4 launch date?") and get an answer sourced from your workspace's message history, with citations to the original messages.

AI Writing Assistance: Draft and improve messages with AI assistance in the message composition box.

The philosophy: Slack AI is designed to reduce time spent catching up on conversations, not to generate new content. This is a thoughtful product decision — it solves a specific, real problem rather than adding generative AI capabilities that might compete with dedicated writing tools.

The honest assessment: Channel recaps and thread summaries work well and I use them daily. Search answers work for well-documented decisions; they struggle with implicit discussions or decisions made in DMs. The writing assistance is functional but I typically use Claude or ChatGPT directly for writing tasks where quality matters.

Microsoft Teams Copilot: Meeting Intelligence

Microsoft Teams Copilot (part of Microsoft 365 Copilot) has a different focus: meeting intelligence.

Real-Time Transcription and Summarization: During a Teams meeting, Copilot listens and generates real-time transcription. After (or during) the meeting, you can ask Copilot to summarize key points, extract action items, or identify who said what.

Meeting Recap for Absent Participants: People who couldn't attend can get a comprehensive meeting recap — not just a transcript, but structured highlights with action items and decisions.

Intelligent Recap: After any meeting, Copilot generates: a summary of what was discussed, action items with owners, key decisions, and notable moments with timestamps.

Follow-Up Drafting: Copilot can draft follow-up messages or emails based on the meeting content.

Chat Thread Summarization: Similar to Slack's thread summaries — compress a long chat thread.

Microsoft 365 Integration: Ask Copilot to pull relevant documents from SharePoint, summarize emails in Outlook, or prepare a brief based on Teams discussions — all within the Teams interface.

The honest assessment: Teams Copilot's meeting features are genuinely excellent. If your organization has significant meeting overhead, the automatic transcription, summarization, and action item extraction provide measurable value. The meeting recap for absent participants is particularly good — it eliminates "can someone send me the meeting notes?" as a workflow.

The limitation: Teams Copilot costs $30/user/month on top of existing Microsoft 365 subscription. For most organizations, this means adding $30/user/month for the Copilot features on top of what's already a substantial Microsoft 365 investment.

Platform UX Comparison

Slack's UX:

Generally considered more intuitive and developer-friendly
Faster navigation between channels and threads
Better keyboard shortcut support
Cleaner mobile experience
Superior notification management

Teams' UX:

More feature-dense — can feel overwhelming for new users
Better integration with Office productivity tools
Stronger administrative control features for enterprise
Screen sharing and meeting features are more mature (built on Teams' foundation as a video conferencing tool)

The verdict on UX: Slack wins on pure communication UX; Teams wins on enterprise administrative control and Office integration.

Integration Ecosystems

Slack's integration ecosystem:

2,700+ app integrations
Strong developer tools (Slack's API is developer-friendly)
Native GitHub, Jira, Salesforce integrations
Slack Connect for external collaboration (with other company's Slack)

Teams' integration ecosystem:

Deep Microsoft 365 integration (SharePoint, OneDrive, Office)
Microsoft Viva (employee experience platform) integration
Growing third-party app marketplace
Native integration with Azure DevOps, Power Platform

The verdict on integrations: Slack has more third-party integrations; Teams has deeper Microsoft ecosystem integration. If your stack is Microsoft-centric, Teams' integrations are more valuable.

Pricing Comparison

Plan	Slack	Microsoft Teams
Free	Limited (90-day history)	Available (limited)
Basic paid	Pro: $8.75/user/month	Included with Microsoft 365 Business Basic ($6/user/month)
Business	Business+: $15/user/month	Included with Microsoft 365 Business Standard ($12.50/user/month)
AI features	Included in Pro+	Microsoft 365 Copilot: +$30/user/month
Enterprise	Enterprise Grid: custom	Enterprise plans: custom

The cost reality: For organizations already paying for Microsoft 365, Teams (without Copilot) is essentially free. Slack is an additional cost. For organizations that value Slack's UX and developer ecosystem enough to pay separately, the premium is real.

Copilot at $30/user/month is significant — for a 50-person organization, that's $1,500/month in addition to Microsoft 365 subscription costs. The ROI calculation requires honest assessment of how much meeting overhead the organization has and how much productivity value meeting AI provides.

When to Choose Slack

Your team is developer-heavy and values the developer-friendly ecosystem
You use Google Workspace (Slack integrates more naturally than Teams)
Team culture prioritizes async communication with minimal meeting overhead
You want AI features without additional per-user cost (Slack AI is included)
Your team is smaller and values simplicity over enterprise features

When to Choose Microsoft Teams

You're deeply invested in Microsoft 365 (using SharePoint, OneDrive, Office extensively)
Your organization has significant meeting volume and meeting intelligence is valuable
You need strong enterprise administrative controls and compliance features
Cost: you're already paying Microsoft 365 and Teams is effectively included
Your customer base or partners primarily use Teams (video calls and external collaboration are easier when on the same platform)