AI Jira Assistant

One AI Assistant for
Every Jira Sprint & Story

Scrum masters automate sprint planning. PMs turn messy feedback into formatted user stories with acceptance criteria. Developers link pull requests and log test results. Engineering leads track release velocity — all by plain chat.

Scrum Master & Agile Coach Product Manager Software Engineer Engineering Manager
Connect to Jira Book a Demo
JR
AI Jira Assistant
Jira Cloud • Sprint Planning • User Stories • GitHub PR Sync
Connected • Active in Sprint 24
Convert this user request into a Jira user story with acceptance criteria: "Users want to export analytics reports to CSV and PDF format."
JR
Created Story #ENG-810 in Project Core Platform:

Title: As a user, I want to export analytics dashboards to CSV and PDF format.
Acceptance Criteria (Gherkin):
• Given an active dashboard, When clicking Export, Then options for CSV and PDF are displayed.
• Given a PDF export, Then charts are rendered at 300 DPI with current date filter header.
• Given large exports (>10k rows), Then generation runs asynchronously with email download link.

Story points estimated: 5 pts. Assigned to Sprint 25 Backlog.
Assign to Sprint 24 Create GitHub Branch Velocity Check
Move ticket #ENG-794 to In Review and link GitHub Pull Request #240.
JR
Updated #ENG-794 (OAuth 2.0 PKCE implementation):
• Status transitioned: In Progress → In Review.
• Linked PR: github.com/org/repo/pull/240 (Checks passing, 2 reviewers assigned).
• Slack notification dispatched to #eng-reviews channel.
Official Atlassian Jira Cloud REST API 65% Faster Sprint Backlog Grooming Bi-Directional GitHub & GitLab PR Sync Scoped OAuth 2.0 Least Privilege Tokens Sub-30s Sprint Velocity & Burndown Briefings Official Atlassian Jira Cloud REST API 65% Faster Sprint Backlog Grooming
Built for Your Role

What Does Your Role Need From Jira?

Select your role to see the exact prompts agile coaches, PMs, developers, and engineering managers use every day.

Scrum Master & Agile Coach

Automate Sprint Standups, Burndowns & Retrospective Briefings.

Scrum masters spend hours chasing developers for status updates, calculating velocity, and rebalancing story points. Your AI assistant audits blocked tickets, tracks burndown projections, and rolls over uncompleted stories cleanly by chat.

"Show all blocked tickets in Sprint 24 with open blockers older than 48 hours."
"Generate a burndown briefing and velocity forecast for the current 2-week sprint."
"Rebalance story points for engineers assigned more than 15 points this sprint."
"Summarize key accomplishments and rollover stories for Friday's sprint retro."
"Audit the backlog for tickets without story point estimates or component tags."
"Close Sprint 24 and roll all 3 incomplete stories into Sprint 25 backlog."
JR
AI Jira Assistant
Scrum Master Mode
Show blocked tickets in Sprint 24 with open blockers older than 48 hours.
JR
2 Blocked Tickets Found in Sprint 24:
• #CORE-491: Migration to PostgreSQL 16 (Blocked 72h by DevOps infrastructure hold).
• #API-204: Stripe webhook idempotency (Blocked 52h awaiting QA sandbox credentials).
Pinging assignees and blocker owners in Slack #standup.
Product Manager

Generate User Stories, Acceptance Criteria & Release Notes.

Product managers lose entire mornings translating user feedback, Figma specs, and PRDs into structured Jira tickets. Your AI assistant writes Gherkin-formatted acceptance criteria, prioritizes epics by RICE score, and drafts customer-facing release notes.

"Convert this customer feedback note into a user story with acceptance criteria."
"Rank all open roadmap epics in the Mobile Project using RICE impact scoring."
"Show all P1 bug reports filed by customer success without an assigned fix version."
"Draft release notes for Version 2.8.0 based on tickets marked Done this month."
"Link Epic #CORE-200 to related customer feature requests in Jira Service Management."
"Audit user stories scheduled for next sprint missing design Figma links."
JR
AI Jira Assistant
PM Mode
Draft release notes for Version 2.8.0 from tickets marked Done in Sprint 24.
JR
Release Notes — v2.8.0 (14 Tickets Closed):
• Features: Multi-currency invoicing export, SSO SAML 2.0 support, and dark mode preview.
• Fixes: Resolved race condition in concurrent webhook dispatch and fixed table pagination glitch on Safari.
Drafted markdown ready for Notion and customer email broadcast.
Software Engineer

Transition Tickets, Link PRs & Log Work Without Leaving Terminal/Slack.

Engineers hate context switching away from their code editor to manually update Jira statuses, add branch links, or log hours. Your AI assistant updates ticket workflows, connects Git pull requests, and logs work time in seconds.

"Move ticket #DEV-412 to In Review and link GitHub Pull Request #148."
"Create a subtask under #DEV-309 for writing Jest unit and integration tests."
"Log 3.5 hours on ticket #DEV-210 with comment: Refactored database queries."
"What are my assigned high-priority tickets due before the end of the sprint?"
"File a bug ticket for 500 error on checkout with stack trace and steps to reproduce."
"Transition all resolved bug tickets in my queue to Ready for QA."
JR
AI Jira Assistant
Developer Mode
Create subtask under #DEV-309 for writing Jest unit tests (estimated 3h).
JR
Created subtask #DEV-310 (Write Jest unit & integration tests):
• Parent: #DEV-309 (Cart Service Refactor)
• Time Estimate: 3h | Assignee: You
• Branch suggestion: git checkout -b dev-310-jest-tests.
Engineering Manager

Detect Scope Creep, Track Cycle Times & Optimize Team Allocation.

Engineering leads need clear visibility into team bottlenecks, PR review latencies, and tickets slipping across sprint boundaries. Your AI assistant audits mid-sprint scope additions, flags PR review stalls, and prepares executive engineering briefs.

"Flag any tickets added to Sprint 24 after sprint start to detect scope creep."
"Calculate our average pull request cycle time and review latency this quarter."
"Show engineer workload distribution across backend and frontend service components."
"Generate an engineering executive summary highlighting deliverables shipped in August."
"Identify chronic flaky test tickets reopened more than 3 times in the last 60 days."
"Audit Jira permissions and remove inactive external contractor accounts."
JR
AI Jira Assistant
Eng Lead Mode
Flag tickets added to Sprint 24 after sprint start (scope creep check).
JR
Scope Creep Audit — Sprint 24:
• Initial Commitment: 48 story points across 18 tickets.
• Mid-Sprint Additions: 3 tickets (+11 points) added post-planning.
• Added items: #ENG-802 (Prod hotfix), #ENG-805 (Ad-hoc stakeholder request), #ENG-809 (Telemetry).
Impact: Burndown completion confidence lowered to 78%.
The Math is Simple

Engineering Teams Waste $8,000/Month on Jira Admin.
We Charge $99.

No expensive Atlassian enterprise add-on pricing. No plugin fatigue. Just 1,000 AI credits at $99/month — and your developers stay in their flow state while PMs get perfect backlog grooming.

What Manual Jira Admin Costs You
Senior Software Engineer / Product Manager salary (avg)
$100,000/yr = $50/hr
Hours spent weekly on manual ticket entry, updates & grooming per person
10 hrs/week
Monthly cost of manual Jira admin per engineer/PM
$2,000/month
Monthly waste for an agile team of 4 specialists
$8,000/month
Plus costly developer context switching, delayed release rollouts, and stale backlog tickets.
VS
RhinoAgents AI Jira Assistant
$99 / month
1,000 AI credits included
Entire team — Scrum, PMs, Engineers & Leads
Update workflows & generate user stories by chat
Connect via official Atlassian REST API in 15 minutes
65% faster backlog grooming and ticket creation
You save every month
$7,901
$8,000 cost of manual admin − $99 subscription
What's a Credit?

Credits = AI work. Not simple chat messages. Each task consumes credits based on Jira workflow complexity.

Transition ticket status & link GitHub PR
1 credit
Instant workflow transition
Sprint velocity & burndown progress briefing
5 credits
Multi-metric sprint audit
Generate user story with Gherkin acceptance criteria
8 credits
Complete user story synthesis
Complete sprint closeout & backlog rollover sweep
15 credits
Full board cleanup & retro prep
At $99/month with 1,000 credits, an engineering team handles hundreds of ticket transitions, user story drafts, and sprint updates — keeping focus on shipping code.
Quick Deployment

Your Engineering Team Live in 15 Minutes.

Standard Atlassian OAuth 2.0 and REST Web Services. Zero custom plugin installation required.

1
Connect Atlassian OAuth
Authenticate your Jira Cloud or Data Center workspace with 1 click via secure OAuth 2.0.
OAuth 2.0
2
Select Projects & Boards
Choose which engineering, platform, and product projects your AI assistant manages.
Project Scope
3
Connect Slack & GitHub
Link your dev Slack channels and GitHub/GitLab repositories for automatic PR correlation.
VCS Link
4
Team Goes Live
Engineers update tickets, PMs write user stories, and scrum masters track burndown by chat.
All Roles Ready
Under the Hood

Not a Basic Slack Bot. An Autonomous Agile Operator.

Four core capabilities that operate Jira directly rather than just repeating documentation.

Bi-Directional REST API
Query, Create & Transition Jira Tickets
Uses official Atlassian REST APIs to query backlogs, calculate velocity, and create issues with full custom field, epic link, and component support.
Full Jira Cloud & Data Center compatibility
Custom issue types, custom fields & workflows
Git Correlation
Automatic Pull Request & Commit Linking
Connects directly to GitHub, GitLab, and Bitbucket to automatically link PRs, parse issue keys from commit messages, and advance ticket statuses upon merge.
Transitions ticket to In Review on PR open
Transitions ticket to Done on PR merge
Human-in-the-Loop
Guardrails on Bulk Modifications & Deletions
Creating issues and status checks happens instantly. Bulk updates (like moving 15 tickets to a new sprint or closing epics) require 1-click confirmation from the Scrum Master.
1-click interactive Slack & Teams approval cards
Complete audit log recorded in Jira issue history
Scheduled Jobs
Daily Standup Digests & Blocker Alerts
Dispatches daily 9 AM standup summaries to engineering channels, highlighting open PRs needing review, blocked tickets, and sprint burndown pace.
Configurable daily standup & retro schedules
Slack, Microsoft Teams, and Discord delivery
Full Capability Set

Everything Your AI Jira Assistant Can Do

Across all four core agile roles — one unified platform assistant.

User Story Synthesis
Converts raw product requirements and user feedback into structured Jira stories complete with Gherkin acceptance criteria.
PMStoriesCriteria
Burndown & Velocity Briefs
Calculates sprint completion probability, identifies velocity anomalies, and flags story point imbalances across team members.
ScrumBurndownVelocity
PR & Branch Synchronization
Links pull requests and commits to Jira issue keys and automatically advances ticket workflow states upon review and merge.
DeveloperGitCI/CD
Scope Creep Auditing
Tracks mid-sprint story point additions and unestimated tickets to prevent sprint bloat and preserve team delivery predictability.
LeadScopeGovernance
Release Notes Generation
Compiles customer-facing and internal release notes from closed tickets, grouped by features, improvements, and bug fixes.
PMChangelogRelease
Worklog & Cycle Time Tracking
Logs developer hours against tickets by simple chat and calculates lead time, cycle time, and code review turnarounds.
DeveloperWorklogMetrics
Human-in-the-Loop

Agile Safety Gates. Team Lead Approvals on Bulk Operations.

Ticket searches, burndown calculations, and user story drafts happen instantaneously. State modifications that affect sprint scope or close sprints require 1-click confirmation in Slack.

  • Backlog searches — instant read-only summaries across boards
  • Ticket transitions — automated Git PR sync with full audit trail
  • Sprint close & rollover — requires 1-click Scrum Master confirmation
  • Complete audit log — every execution logged in Jira issue history with user attribution
Jira Action — Scrum Master Approval Required
Close Sprint 24 & Rollover 3 Incomplete Stories
Sprint Closeout Summary:
• Completed: 15 stories (42 story points shipped)
• Incomplete: 3 stories (9 story points to roll over)
• Target destination: Sprint 25 Backlog (Starting Monday)

Velocity achieved: 82% of initial commitment.
Connected Ecosystem

Jira is the Core — Connected to Your Developer Stack

Your AI Jira Assistant communicates across your existing team chat, version control, and monitoring tools.

Jira Cloud & Data Center Slack Microsoft Teams GitHub GitLab Bitbucket Confluence 400+ via REST & Webhooks
Enterprise Trust

Enterprise Security & Code Privacy

Your source code branches, product roadmaps, and bug reports are protected with enterprise-grade security protocols.

OAuth 2.0 & Scoped Permissions
Authenticates securely via Atlassian OAuth 2.0 with granular 3LO scopes. Strictly respects Jira project permissions and issue security schemes.
SOC 2 Type II Certified
Audited enterprise architecture with end-to-end TLS 1.3 encryption in transit and AES-256 at rest. Complete separation of tenant data.
Zero LLM Training Policy
Your internal pull request diffs, user stories, and security tickets are never used to train public AI models. All inference is strictly isolated.
Got Questions?

Frequently Asked Questions

How does this integrate with Jira?
RhinoAgents AI Jira Assistant connects directly to Jira Cloud or Data Center using official Atlassian REST APIs authenticated via OAuth 2.0 with Granular Scopes. It operates projects, boards, sprints, and issues with full role-based security without requiring custom Atlassian Forge apps.
Can engineers, PMs, and engineering managers all use the same assistant?
Yes. One deployment serves your entire product & engineering team. Scrum masters track burndown and velocity. PMs generate user stories with acceptance criteria. Engineers transition tickets and link GitHub PRs. Leads audit scope creep and cycle times. Each role uses prompts tailored to their daily workflow.
Does it write back to Jira or just query?
It reads and writes. The assistant creates issues, updates story points, adds subtasks, transitions workflows, links pull requests, and logs work time with dual-approval human safeguards on bulk modifications.
How long does setup take?
Under 15 minutes. Click Connect to Jira, authenticate your Atlassian site via OAuth 2.0, select your target projects and boards, connect your Slack or Microsoft Teams engineering channels, and start prompting immediately.
Does it connect to GitHub and GitLab?
Yes. The AI assistant links Jira issues to GitHub, GitLab, and Bitbucket pull requests and commits, automatically advancing Jira tickets when PRs are opened, approved, or merged.
Your Whole Engineering Team. One AI Jira Assistant.

Connect in 15 minutes. Plan sprints. Generate user stories. Link pull requests — all for $99/month.

Start with 1,00 Credits Free Book a Demo