EstimAIAI Story Point estimation, inside Jira
Explainable estimates from the issue, design screenshots, Confluence specs and your team's delivery history — calibrated as you go.
Coming soon to the Atlassian Marketplace. No spam — just one email when EstimAI launches. Free & unlimited · BYOK · Jira Cloud.
🎉 You're on the list — we'll email you the moment EstimAI is live.
Features
Estimates with context — and a reason
EstimAI doesn't just spit out a number. It reads everything that defines the work, explains its reasoning, and learns from how your team actually delivers.
Vision analysis
Upload design screenshots or paste a Figma link — EstimAI reads UI complexity visually and factors it into the estimate.
Confluence context
Linked specs and requirement pages are pulled in automatically, so the estimate reflects the real scope — not just the title.
Historical calibration
Your team's completed tasks become reference anchors. Estimates are tuned to your velocity, not a generic scale.
Explainable output
Every estimate breaks down into complexity, effort and uncertainty, with the assumptions and risks spelled out.
Bring your own key
Use OpenAI GPT-4o mini or Anthropic Claude Haiku under your own API key. EstimAI runs no AI servers of its own.
Planning Poker loop
Record your team's actual estimates after each session. EstimAI tracks AI-vs-team accuracy and improves over time.
How it works
From issue to calibrated estimate in four steps
Load an Epic or issue
EstimAI pulls the description, acceptance criteria and sub-tasks from Jira — Scrum, Kanban, team- or company-managed.
Add context
Drop in design screenshots, a Figma link, grooming notes or linked Confluence specs. All optional, all powerful.
Get explainable estimates
AI estimates each task across complexity, effort and uncertainty — anchored to your team's completed work.
Run Planning Poker
Record the team's actual points. EstimAI tracks accuracy and recalibrates for next sprint.
Per-task breakdown
Estimate every sub-task, sum to an Epic total
Load an Epic and EstimAI estimates each Story individually, then rolls them up — with a copyable report of assumptions and recommendations you can paste straight into refinement.
Calibration history
Gets smarter with every sprint
EstimAI compares its estimates against your team's real Planning Poker results and completed work, surfacing accuracy over time so estimates keep tightening to your reality.
Design-aware
It sees what you're building
Screenshots and Figma frames are analyzed for UI complexity, while linked Confluence pages add the written scope — so the estimate reflects the full picture, not a one-line summary.
Why EstimAI
Nobody else does all of it
| Capability | EstimAI | Planning Poker apps | Jira native |
|---|---|---|---|
| AI estimation | ✓ | — | Limited |
| Vision (design analysis) | ✓ | — | — |
| Historical calibration | ✓ | — | — |
| Grooming transcript | ✓ | — | — |
| Per-task breakdown | ✓ | — | — |
| Team feedback loop | ✓ | ✓ | — |
FAQ
Good questions
How much does it cost?
EstimAI is free and unlimited — every feature included. Because it's bring-your-own-key, you pay only your own OpenAI or Anthropic usage; EstimAI itself charges nothing. (Paid team plans may arrive in a future release.)
Why bring-your-own-key (BYOK)?
You stay in full control of your AI spend and data residency, and you can pick the provider you trust. Your key is stored encrypted per-installation in Atlassian Forge storage and never reaches the browser.
What about data privacy?
EstimAI runs on Atlassian Forge and operates no AI servers of its own. When you run an estimate, the content you choose is sent to your configured provider (OpenAI or Anthropic) under your key, and is not retained after the session. No training on your data. Full details in our Privacy Policy.
Which AI models are supported?
OpenAI GPT-4o mini and Anthropic Claude Haiku — switch in Settings anytime.
Which platforms does it work with?
Jira Cloud only, across all project types — team-managed, company-managed, Scrum and Kanban.
Coming soon to the Atlassian Marketplace
EstimAI is in final review. Leave your email and we'll tell you the moment it's live — one message, no spam.
🎉 You're on the list — we'll email you the moment EstimAI is live.