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AI spec-to-tickets assistant for Google Docs & Jira

AI spec-to-tickets assistant

What it does for you.

Turn Google Docs specs into structured Jira tickets with AI review & approval steps.

Approval-first workflow

Review all changes before they hit your Jira instance

Cross-doc consistency

Standardize headers and formatting across specs

Traceability

Maintain clear links between docs and tickets

Team notifications

Alert stakeholders when tickets are ready

Real capabilities

Exactly what it can do.

Not a demo reel — these are the real actions Mira runs on your account through each app's official API. You ask in plain language; it picks the right one.

Google Docs

32+ actions available

  • Extract structured content from docs
  • Format requirements with headers/bullets
  • Identify document sections for tickets
  • Maintain version consistency
  • Search across spec documents

Jira

46+ actions available

  • Create tickets with descriptions
  • Link related issues
  • Add comments with doc references
  • Bulk create tickets from specs
  • Transition ticket statuses

Try asking

Tap a task to start.

See it run

Convert API spec to tickets with team review

  1. 1
    Extract section headers from API spec document
  2. 2
    Draft tickets with headers as titles and sections as descriptions
  3. 3
    Post draft tickets to #engineering channel for review
  4. 4
    Create approved tickets with linked requirements doc

Result

Trackable Jira issues with clear ties to source documentation

Get your first result in seconds.

Free to start · no credit card · connect only when you're ready.

One minute to connect

How it works.

01

Start a task

Tap a task or type your own — on the web or any messaging app.

02

Connect your apps

Secure, least-privilege connections. Revoke anytime.

03

It gets to work

Mira runs it on your account and shows you the result first.

One-click connectLeast-privilege & revocable

Honest about limits

What it won't do.

Cannot parse hand-drawn diagrams or non-text content

Requires explicit user approval for each Jira change

Limited to one connected Google/Jira account at a time

Cannot automatically sync subsequent doc edits to tickets

FAQ

Good to know.

Does this edit my Google Docs automatically?

No - all doc changes are proposed first and require your approval.

Can I connect multiple Jira projects?

Currently one Jira connection at a time - switch projects in settings.

How are requirements mapped to tickets?

Document sections become ticket titles, with content as descriptions.

What if my doc changes after creating tickets?

You'll need to manually sync updates - we don't auto-track doc revisions.

Can I customize the ticket fields?

Yes - you can edit all fields before approving ticket creation.

Is there a way to track which requirements aren't ticketed?

Yes - we highlight doc sections without linked Jira issues.

Works with

Plugs into the tools around it.

Half the price

Every AI. Up to 200× the usage. From $4 a month.

See plans