AI assistant in Slack for faster team productivity
Slack GPT is a contextual AI assistant built into Slack that summarizes conversations, drafts messages, and automates routine tasks for teams; it’s best for knowledge workers and team leads who want AI inside their workspace, and it’s available across Slack free and paid plans with paid workspaces unlocking broader enterprise controls and limits.
Slack GPT brings generative AI directly into Slack to summarize channels, draft replies, and run custom assistants inside your workspace. Its primary capability is contextualizing conversation history and workspace data to generate concise summaries, action items, and message drafts. Slack GPT’s key differentiator is that it runs as a workspace-level assistant with admin controls, data use settings, and integrations to Slack tools, serving teams, product managers, and support agents. Pricing is tied to Slack workspace plans: basic features are accessible on free/paid Slack plans, while advanced controls and enterprise data protections require a paid Slack plan or Enterprise Grid.
Slack GPT is Slack’s native generative AI feature integrated directly into the Slack interface to help teams summarize conversations, draft messages, and create custom assistants that operate inside channels and DMs. Launched by Slack (owned by Salesforce) as part of its 2023–2024 rollout of AI features, Slack GPT positions itself as an enterprise-friendly assistant that leverages workspace context—messages, channel membership, and integrated apps—while giving admins configuration controls over data use and model behavior. The value proposition is to reduce time spent reading threads, hunting for decisions, and crafting repetitive messages by surfacing concise, context-aware outputs without leaving Slack.
Feature-wise, Slack GPT offers several concrete capabilities. Conversation summaries condense channel or thread history into bulletized summaries and action items using the thread’s last N messages (visible in the UI via a “Summarize” action), while Message Drafting can generate suggested replies or longer posts that users can edit before sending. Custom Slack GPTs (workspace assistants) let admins or users create tailored assistants with specific instructions, channel scopes, and integration prompts so the assistant can call out data from pinned items, integrated apps, or specified channels. Admin settings include data-use controls that let workspace owners specify whether prompts, responses, or conversation context may be used to improve models, aligning to enterprise privacy requirements.
On pricing, Slack GPT’s availability is tied to Slack’s workspace plans rather than a separate per-seat charge for the feature itself. Basic Slack GPT functionality, like summary and simple drafting, is accessible to users on Slack’s Free and Pro (formerly Standard) workspaces, but advanced workspace assistant deployment, enterprise data controls, and Organization Grid management require Business+ or Enterprise Grid. Slack’s public pricing (as of 2026) lists Free, Pro ($8–10 per user/month historically), Business+ (around $15 per user/month), and Enterprise Grid (custom pricing) — the exact per-user price for Business+ and Enterprise options is set on Slack’s pricing page or by contact for Enterprise Grid. Administrative controls and data residency features are only available on higher-tier paid plans.
Slack GPT’s real-world users include product managers who use it to summarize weekly sprint channel threads into compact decision lists and customer support leads who generate reply drafts from ticket channels. Two concrete examples: a Customer Support Manager uses Slack GPT to draft templated responses, cutting average response time by measurable minutes per ticket; a Product Lead uses the assistant to produce meeting notes and action-item lists from a design-review thread. For teams considering alternatives, Slack GPT competes with integrations like Microsoft Copilot for Teams; the main difference is Slack GPT’s deep tie to Slack workspace context and Slack admin controls versus Copilot’s Microsoft 365 integration surface.
Three capabilities that set Slack GPT apart from its nearest competitors.
Current tiers and what you get at each price point. Verified against the vendor's pricing page.
| Plan | Price | What you get | Best for |
|---|---|---|---|
| Free | Free | Basic Slack GPT summaries and drafts in Free workspaces; limited history and integrations | Small teams experimenting with AI inside Slack |
| Pro (Slack Paid) | Varies — typically $8–10/user/month | More context access and longer history; per-user features but limited admin controls | Growing teams needing frequent drafting and summaries |
| Business+ | Approximately $15/user/month | Workspace-wide assistants, admin data controls, integrations and retention settings | Mid-size teams needing admin controls and integrations |
| Enterprise Grid | Custom | Organization-wide deployment, data residency, SSO, and enterprise admin controls | Large organizations requiring compliance and scale |
Copy these into Slack GPT as-is. Each targets a different high-value workflow.
Role: You are a customer support assistant with a polite, empathetic tone and clear, action-oriented replies. Constraints: use the last message in this thread as context; keep the reply under 120 words; include one sentence offering next steps and one sentence with a direct call-to-action (CTA). Output format: a single message draft ready to paste into Slack. Example: If customer reports a missing invoice, reply clarifying what you need and offer to escalate. Now generate the reply for the current thread in this channel using those rules.
Role: You are a concise workspace summarizer focusing on urgency and decisions. Constraints: analyze messages from the last 24 hours in this channel; produce exactly three bullets: 'Top urgent issues', 'Decisions needed', 'Quick actions'; each bullet must be one sentence and include responsible party if obvious. Output format: three plain bullets labeled as headings. Example: Top urgent issues: Payment gateway outage affecting checkout, assigned to Payments team. Now summarize the last 24 hours for this channel.
Role: You are a product manager assistant that turns sprint channel threads into executable, prioritized action lists. Constraints: use the last sprint discussion thread; output a JSON array of actions with fields: id, title, priority (High/Med/Low), owner, estimate (hours), and acceptance criteria (one line). Limit to top 8 actions. Prioritization rules: customer-impact and unblocked work rank higher. Output format: JSON only. Example item: {id:1,title:'Fix checkout error',priority:'High',owner:'@sara',estimate:8,acceptance:'Checkout succeeds for 95% of test cases'}. Now extract actions.
Role: You are an HR assistant summarizing candidate interviews succinctly for hiring teams. Constraints: use the interview thread and attached notes; produce a 5-section output: Candidate overview (2 sentences), Strengths (3 bullets), Areas for concern (3 bullets), Recommended next steps (one of: Hire/Invite second interview/Reject), and a 1-5 scorecard across Technical, Communication, Culture fit. Output format: use labeled headings and bullet lists. Example: Technical: 4, Communication: 3, Culture fit: 4. Now summarize the latest interview thread.
Role: You are a senior SRE writing a blameless incident postmortem for the incident thread and logs referenced in this channel. Multi-step instructions: 1) Extract a chronological timeline (timestamped bullets). 2) State the brief incident summary (one sentence). 3) Identify root cause with evidence. 4) List impact metrics (users affected, duration, error rates). 5) Provide corrective actions, owners, and deadlines. Constraints: include one short preventative action per corrective action, prioritize by risk reduction, and keep language non-blaming. Output format: structured Markdown with sections: Summary, Timeline, Root Cause, Impact, Actions (table-like bullets owner/deadline/risk reduction). Few-shot examples: see this sample action: 'Rotate expired certs, owner:@ops, due:2026-05-01, prevention: add cert expiry alerts.' Now produce the postmortem using channel content.
Role: You are a senior support manager designing templates and a triage rubric for the support team based on this channel's ticket examples. Multi-step: 1) Produce 5 concise reply templates (formal, empathetic, escalation, refund, feature-request) each 50–90 words. 2) Provide a triage rubric with severity levels (P0-P3) and three checkbox criteria per level. 3) Create two short training examples showing how to apply a template and rubric to a sample ticket. Constraints: templates must include CTA, expected SLA, and internal escalation note. Output format: numbered sections: Templates, Triage Rubric, Training Examples. Now build these using patterns from recent tickets in this channel.
Choose Slack GPT over Microsoft Copilot if you prioritize deeply integrated Slack context and workspace-level admin controls within Slack.
Head-to-head comparisons between Slack GPT and top alternatives: