🇺🇸 United States · Linear AI
Status: 🟩 COMPLETE 🟦 LIVING Section: 10 — AI and LLMs
| Vendor | Linear |
| Country/origin | 🇺🇸 United States |
| Recommended for AUS? | ✅ Yes — US-based; strong privacy stance |
| Privacy summary | Data on AWS US-East; SOC 2 Type II; GDPR compliant; AI features use OpenAI; opt-out of AI data use available |
| Free tier | Yes — up to 250 issues; AI features limited |
| Paid tiers | Basic (free), Plus (~14), Enterprise (custom) |
| First released | Linear launched 2019; Linear AI features 2023–2024 |
| Last reviewed | June 2026 |
| Official site | https://linear.app |
What it is
Linear is a project management and issue-tracking tool designed specifically for software development teams — the place where developers, product managers, and designers track bugs, features, and engineering work. It’s known for being extremely fast, clean, and keyboard-shortcut-driven, compared to heavier tools like Jira.
Linear AI adds:
- Issue drafting: Describe a bug or feature in plain English; AI drafts a properly structured issue with title, description, steps to reproduce, and acceptance criteria
- Subtask generation: Given a high-level issue, AI breaks it into concrete sub-tasks
- Summary generation: Summarise long issue threads, comment discussions, or project cycles
- Duplicate detection: AI suggests whether a new issue might be a duplicate of an existing one
- Label and priority suggestions: AI recommends appropriate labels, priority levels, and project assignments
- Changelog generation: Summarise completed work from a cycle (sprint) into a release changelog
What you’d use it for
- Software development teams managing bugs, features, and product roadmaps
- Replacing Jira for teams that want speed and simplicity
- Using AI to reduce the friction of writing good issue descriptions
- Auto-generating release notes from completed engineering work
How to sign up + first 5 minutes from Australia
- Go to https://linear.app → Get started
- Sign up with Google/GitHub or email
- Create or join a workspace; set up your team and first project
- Create an issue → type a rough description → click the AI sparkle icon to have it reformat into a structured issue
- In any project cycle → click Generate changelog to see AI produce release notes from completed issues
Linear’s keyboard shortcuts are extensive — press ? anywhere to see them. The C key creates a new issue instantly from anywhere.
What it costs
| Plan | Price | AI features |
|---|---|---|
| Free | $0 (up to 250 issues, 3 members) | Very limited |
| Plus | ~$8 USD/member/month | AI issue writing, summaries |
| Pro | ~$14 USD/member/month | Full AI features; priority support |
| Enterprise | Custom | SSO, advanced security, data residency |
How it compares to alternatives
| Tool | Best for |
|---|---|
| Linear AI | Software teams wanting speed; startup to mid-size engineering teams |
| Jira (Atlassian AI) | Large enterprise software teams; Atlassian ecosystem |
| GitHub Issues + Copilot | Developer-native issue tracking; GitHub-heavy teams |
| Asana AI | Cross-functional teams (not software-specific) |
| ClickUp AI | Teams wanting everything in one tool |
| Shortcut | Similar to Linear but without as much AI |
Linear is the go-to for modern startups and tech companies that find Jira too heavy. Its AI features are focused and well-integrated rather than comprehensive.
Privacy / data handling
- Data stored on AWS (US East by default)
- SOC 2 Type II certified
- GDPR compliant
- AI features powered by OpenAI (via API) — your issue data is sent to OpenAI for AI processing
- You can opt out of AI features if data sensitivity requires it — settings → Privacy → AI features
- Workspace owners control whether AI features are enabled for the team
- Linear does not train their models on your data per their DPA
Gotchas
- Not a general project tool. Linear is built for software issues — it’s not suitable for managing marketing campaigns, events, or non-technical work. Use Asana or Notion for that.
- The 250-issue free limit hits fast for active software teams. You’ll likely need a paid plan quickly.
- AI uses OpenAI under the hood. If your engineering work is sensitive (unreleased product details, security vulnerabilities), be aware that issue descriptions sent for AI processing go to OpenAI’s API. Opt out if this is a concern.
- No built-in time tracking. Unlike Jira or ClickUp, Linear doesn’t have native time tracking. Integrate with Harvest or Clockify if needed.
- Cycle (sprint) management differs from Jira. Linear’s sprint equivalent (“Cycles”) works differently from Jira sprints. There’s a learning curve for Jira-trained teams.
- Mobile app is limited. Linear is optimised for desktop. The mobile app is functional but not where power users spend time.
Recent changes (LIVING)
- AI issue generation expanded (2024): AI can now generate full issues with acceptance criteria from a one-sentence description.
- Changelog AI (2024): Generate release changelogs from completed cycle work automatically.
- Linear Asks (2024): A way to submit requests to engineering teams that AI helps route and prioritise.
See also
- atlassian-rovo — Jira’s AI features (Linear’s main competitor)
- asana-ai — cross-functional project management alternative
- github-copilot — AI in the development workflow alongside Linear
- notion-ai — product specs and documentation that pairs with Linear
Sources
- Linear product documentation (2024–2026)
- Linear blog: linear.app/blog
- Linear security and privacy: linear.app/security
- TechCrunch, Product Hunt coverage of Linear AI features (2023–2024)