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Automate Atlassian with AI Agents.

Automate Atlassian with AI workers to streamline issue tracking, team collaboration, and workflow automation across technical and business operations.

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Your Atlassian AI Worker

Atlassian AI Worker

Active

You: Review all Jira issues updated this week across engineering and support. Flag anything blocked for more than 3 days, summarize the cause, and draft follow-up tasks for the right owners.

Scanning Jira issues, statuses, and recent comments...

Ranking blockers by delivery risk and team impact...

18 blocked issues identified before they delayed delivery.

The worker grouped blocked tickets by root cause, highlighted the 5 highest-risk items affecting active releases, and drafted follow-up actions for engineering, support,...

18Blocked issues flagged

24Follow-up tasks drafted

6 hours of manual project reviewBeforeto8 minWith Toolhouse

Use cases

Team collaboration and workflow automation with Atlassian

Use case 1

Automate project and issue workflows

Toolhouse AI workers can use Atlassian to support workflows across project management, service operations, documentation, and cross-functional team execution. Workers can monitor updates, trigger follow-up actions, and reduce the manual coordination required to keep work moving across teams. This helps organizations improve execution while lowering administrative overhead.

Your Atlassian AI Worker

Atlassian AI Worker

Active

You: Audit our service desk queue and find open requests that have not received an update in 48 hours. Prioritize by customer impact, then prepare response drafts and internal escalation notes.

Reviewing service desk backlog and response timestamps...

Calculating urgency based on age, priority, and customer impact...

42 stale service tickets surfaced and prioritized.

The worker identified aging requests, separated high-impact customer cases from routine items, and generated response drafts plus escalation notes for urgent tickets. Th...

42Stale tickets prioritized

11Urgent escalations prepared

1 full day of queue triageBeforeto11 minWith Toolhouse

Use case 2

Track team operations across tools

Collaboration tools create the most value when status changes automatically trigger the next operational step. By combining Atlassian with Toolhouse, AI workers can route issues, summarize progress, and notify stakeholders about blockers, approvals, or priority changes. That improves speed and accountability across engineering and business workflows.

Your Atlassian AI Worker

Atlassian AI Worker

Active

You: Summarize progress across all active product initiatives in Atlassian. Show what is on track, what is slipping, which teams are overloaded, and draft a weekly executive update.

Aggregating progress across projects, epics, and team boards...

Turning issue activity into leadership-ready reporting...

Weekly delivery reporting produced in one pass.

The worker converted project activity into an executive-ready summary covering milestone status, delivery risks, workload hotspots, and recommended interventions. Leader...

14Initiatives summarized

9Delivery risks highlighted

5 hours of status gatheringBeforeto6 minWith Toolhouse

Use case 3

Support engineering and business coordination

Engineering, IT, operations, and product teams often need stronger coordination around tasks, tickets, and internal processes. AI workers can use Atlassian to support those recurring workflows, reduce repetitive follow-up, and maintain better visibility into work across the organization. This makes collaboration systems more operationally useful at scale.

Your Atlassian AI Worker

Atlassian AI Worker

Active

You: Monitor new bug reports and automatically group duplicates, identify recurring themes, and route the most severe patterns to engineering leads with a recommended response plan.

Analyzing incoming bug reports for duplication and severity...

Clustering issue patterns and preparing escalation recommendations...

Duplicate bugs consolidated and severity patterns exposed.

The worker clustered similar bug reports, reduced noise in the backlog, and highlighted the recurring issues most likely to affect customers or release quality. Engineer...

31Duplicate bugs grouped

7Critical patterns escalated

7 hours of manual bug triageBeforeto13 minWith Toolhouse

Use case 4

Reduce repetitive workflow admin

Organizations also benefit from stronger reporting on backlog health, workflow delays, and execution trends. Toolhouse can automate Atlassian-based workflows that summarize team activity, notify owners of stalled work, and support recurring operational reviews. That improves planning and decision-making while reducing manual reporting effort.

Your Atlassian AI Worker

Atlassian AI Worker

Active

You: Automate Atlassian with AI workers to streamline issue tracking, team collaboration, and workflow automation across technical and business operations.

Reading workflow context...

Preparing the next best action...

Reduce repetitive workflow admin

Organizations also benefit from stronger reporting on backlog health, workflow delays, and execution trends. Toolhouse can automate Atlassian-based workflows that summar...

-Tasks handled

-Actions ready

manualBeforetominutesWith Toolhouse

Use case 5

Report project and service trends

Leadership teams benefit from reporting on issue movement, team velocity, and workflow performance. AI workers can summarize Atlassian activity into reports on project progress, service bottlenecks, and operational trends, helping teams improve execution over time. Better reporting supports stronger cross-functional collaboration and business operations.

Your Atlassian AI Worker

Atlassian AI Worker

Active

You: Automate Atlassian with AI workers to streamline issue tracking, team collaboration, and workflow automation across technical and business operations.

Reading workflow context...

Preparing the next best action...

Report project and service trends

Leadership teams benefit from reporting on issue movement, team velocity, and workflow performance. AI workers can summarize Atlassian activity into reports on project p...

-Tasks handled

-Actions ready

manualBeforetominutesWith Toolhouse

Testimonials

What our customers say

1,000,000+ agents· 15,000+ teams· 1,000+ integrations· Start for free

“We built in record time what would have taken weeks otherwise! I can honestly say that without Toolhouse, our team would have been spending much MUCH more time delivering AI features in the products we're building.”

Marcos Ocón

COO @ Develative (Developer Agency)

EngineeringSince 2025

“I built an agent that qualifies my leads and books calls automatically. No developer, no agency. It paid for itself in the first week.”

Andrew Njoo

Founder @ Stack2Sale

MarketingSince 2025

“Our team of 12 was drowning in repetitive tasks. We described what we needed and the agent just worked. We didn't write a single line of code.”

Kristian Freeman

Manager @ Large Engineering Company

InfrastructureSince 2025

Pricing

Simple, transparent pricing

Start free, scale as you grow. No hidden fees, no surprises.

Business

$500/month

Includes FREE unlimited tokens

Credits / month25,000
Workers50
Log retention30 days
Worker email inboxIncluded
OnboardingIncluded
Organizations—
Account engineer—
SupportSlack, Email

Start now →

No credit card needed

For scaling businesses

Business Max

$1,200/month

Includes FREE unlimited tokens

Credits / month80,000
Workers500
Log retention1 year
Worker email inboxIncluded
OnboardingIncluded
OrganizationsIncluded
Account engineerOn demand
SupportPriority (Slack, Email, Phone)

Start now →

No credit card needed

For larger companies

Enterprise

Custom

For scaling needs

Credits / monthVolume pricing
WorkersUnlimited
Log retentionCustom
Worker email inboxIncluded
OnboardingIncluded
OrganizationsIncluded
Account engineerNamed
SupportCustom

Talk to sales →

14-day free trial on all plans · cancel anytime

FAQ

Using Atlassian with AI workers

Common questions about Atlassian automation with AI workers.

How can Toolhouse automate Atlassian workflows?

Toolhouse lets you build AI workers that use Atlassian to automate issue follow-up, project coordination, service workflows, and reporting across technical and business teams.

Is Atlassian a good fit for AI workers?

Yes. Atlassian is a strong fit for AI workers because project, issue, and service workflows are highly repeatable and benefit from automated coordination and better visibility.

What teams benefit from Atlassian automation?

Engineering, IT, operations, product, and customer support teams benefit most because they can reduce manual workflow admin and manage collaboration processes more efficiently.

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