Linear AI

AI tool profile ·

AI agents inside the Linear issue tracker that sort and label incoming issues automatically and can set up and test code changes.

68TriVista score
Category rankTied #9 in Software Delivery, Testing, and DevOps AI
Baseline ELO1,459.8
At a glance
What it does

Linear AI is the set of AI features built into Linear, a project and issue-tracking tool for software teams, and is not sold separately. The Linear Agent can be assigned an issue like a team member, draft a plan for it, and in some workflows set up, run, and test code before handing the work back for review. A feature called Loops runs recurring automations that react to project changes, such as posting a Slack update when a status changes or editing a linked document. Linear also converts raw customer feedback and support conversations into structured issues that get labeled and routed automatically. These features are available even on the free plan, with paid tiers unlocking fuller usage.

Where it can help

This fits a product or engineering team already using Linear for issue tracking that wants to cut manual triage work and turn feedback into tracked issues faster. A low-risk starting point is turning on automatic triage and labeling for one team's issue queue, expanding into coding-agent workflows later. Pricing starts free for small teams, with a Basic plan near $10 per user per month and a Business plan near $16 that includes the fuller Agent feature set; heavier AI use, such as coding sessions, draws from a metered credit pool. The main risk is skipping review: do not treat agent-drafted code changes or auto-routed issues as final, since routing accuracy depends on how consistently a team already tags and describes its issues.

Understanding this score

A research signal to help you build a shortlist.

TriVista score
68.3
Category rank
#9
Baseline ELO
1,459.8

Compare within the category

This tool is ranked in Software Delivery, Testing, and DevOps AI. Its score is not a global ranking across every AI tool.

Use a pilot to judge your fit

The score does not guarantee performance for your team. Validate relevance, integration, permissions, and cost against your own requirements.

How the number is calculated

The score converts the baseline ELO rating onto the TriVista scale. The headline badge rounds to a whole number. Scores are not silently clipped or capped.

TriVista Score = 50 + (ELO − 1350) / 6

Before you choose
  • Customer feedback is not yet strong enough to change the starting rating.
  • The tool has a middle-of-the-scale starting rating. A tied order does not show a measured difference.
  • Check the current price before you decide.
  • We recorded rollout time, how it runs, and when it does not fit.
How company details affect the score

The model adjusts the starting rating using the company details you select. Use these estimates to prioritize your review, then test the tool against your own requirements.

Read the full methodology →
Cost guide

What it can cost

These estimates cover licensing, setup, integrations, staff time, security, administration, and support.

Cost estimates by scenario Unit used in these estimates: production deployment.
Cost measureLowBaseHigh
First-year total$54.4K$85.5K$137.2K
Three-year total$118.1K$177.9K$274.3K
First-year cost per unit$54.4K$85.5K$137.2K
Average annual cost per unit (over three years)$39.4K$59.3K$91.4K
Cost breakdown by scenario
Included cost components
ComponentLowBaseHigh
Licensing and usage$18K$24K$32.4K
Implementation$8.4K$14K$23.8K
Integration$9.9K$18K$32.4K
Staff time and change management$6K$8.5K$11.9K
Security$4.6K$6.5K$9.8K
Administration$3.4K$4.5K$6.1K
Support$1.7K$2.2K$3K

Estimate assumptions: Based on 1 production deployment. This is a planning allowance, not verified product pricing. Confirm the vendor’s billing unit and current price or quote before budgeting.

Benefits have not been estimated: The current research does not estimate potential savings, return on investment, or how long it would take to recover the cost. Earlier benefit estimates are excluded.

Get started

What you need first

What you need firstSet up the basics

Confirm current product identity, commercial packaging, data processing terms, sign-in and access rules, retention, integrations, support model, implementation effort, and rollback conditions.

How to startSet clear limits

Verify identity, package, availability, ownership, pricing, and security evidence before approving a pilot

Before you scaleSet safe working rules

Review security and exit requirements →

Recommended next action

Do not approve a pilot yet. Verify the current product identity, package, availability, owner, pricing, and security evidence; then define one workflow, a baseline, and rollback criteria.

Decision ownerBusiness and technology owner
STARTSet a goal and owner

Define what success looks like for a test of Linear AI and assign someone to lead it.

FIRST MONTHTest one workflow

Once the requirements above are met, compare a small trial with how your team works today.

MONTH TWOReview actual use

Track adoption, output quality, business results, and actual costs against the estimate.

MONTH THREEDecide what comes next

Use the results to decide whether to stop, adjust, or expand the pilot.

Risk profile

Required controls

Security and safe use

Confirm encryption, how the vendor uses your data, customer data separation, how long data stays and how to delete it, activity records, sign-in and user setup, where data is handled, other companies that process data, past incidents, and what your team must manage.

Exit and rollback

Review before rollout: confirm how to export your data, revoke access, and return to your existing workflow. Assign an owner and test the rollback plan before expanding use.

Recommended next step

Do not approve a pilot yet. Verify the current product identity, package, availability, owner, pricing, and security evidence; then define one workflow, a baseline, and rollback criteria.

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Research support

How to learn more about this tool

Where to check the product, price, security, and support.

Official product information linear.app Read official information →
Score history

How the rating has changed

Recorded score and category rank across research updates.

  • Current catalog refresh
    TriVista Score 68.3/100
    Category rank #9

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