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▌Research Report·July 30, 2026

Atlassian (TEAM): AI and Cloud Growth Drive the Case

Atlassian is showing strong cloud, Rovo and Service Collection momentum, but GAAP losses and execution risk keep the valuation debate alive. The report supports a Buy view on improving margins and broadening cross-sell.

Research ReportTEAMTechnologySoftware - ApplicationAI
By TickerSpark·July 30, 2026·17 min read

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Atlassian (TEAM): AI and Cloud Growth Drive the Case
B+
Overall
A-
Balance Sheet
B
Income
A-
Estimates
B
Valuation
TickerSpark AI RatingBuy
▌Investment Summary
Atlassian (TEAM) looks attractive right now, earning an overall grade of B+ and a Buy. The report points to our fair value estimate of $115, supported by 32% Q3 FY26 revenue growth, 34% non-GAAP operating margin, and expanding AI and cloud adoption even as GAAP losses persist.

Thesis

The investment thesis for Atlassian (TEAM) is a profitable-cash-flow transition hiding behind GAAP losses. Q3 FY26 revenue reached $1.79B, up 32% year over year, while cloud revenue exceeded $1.1B and grew 29%. RPO reached $4.0B, up 37%, and non-GAAP operating margin reached 34%, compared with 26% in the prior-year quarter. Those figures support a Buy rating for a moderate-risk investor with a medium-term horizon.

The growth engine is broadening beyond Jira. Service Collection surpassed $1.0B in ARR and grew more than 30% year over year, while Teamwork Collection is increasing cross-sell and AI adoption. Customers using Rovo are growing ARR at roughly twice the rate of customers that do not use Rovo, and Rovo credit usage is increasing more than 20% month over month.

The counterweight is execution risk. Atlassian remains GAAP unprofitable, with a $256.7M net loss for fiscal 2025 and a $0.38 GAAP loss per diluted share in Q3 FY26. Data Center revenue also benefited from approximately $50M of upfront term-license revenue pulled forward from future periods, while transitioning customers are moderating seat expansion. The stock therefore offers a strong business story, but the valuation case depends on cloud growth, AI monetization and sustained margin improvement.

Company Overview

Atlassian (TEAM) provides subscription software for collaboration, software development, project management and service management. The portfolio includes Jira, Confluence, Loom, Jira Service Management, Rovo, Bitbucket, Compass, Jira Product Discovery, Jira Align, Trello and Guard. The company was founded in 2002 and is headquartered in Sydney, Australia, with 13,813 employees.

The company serves more than 300,000 organizations and is repositioning its products as a connected System of Work. The Teamwork Graph connects knowledge, work, people and code across the platform. That approach gives Atlassian a way to sell additional products into existing accounts instead of relying only on new-customer acquisition.

▌Common Questions

Frequently asked questions

+Is TEAM stock a buy right now?
Yes — Atlassian (TEAM) is a Buy in this report, with an overall grade of B+. The case rests on 32% revenue growth, 34% non-GAAP operating margin, and accelerating Rovo and Service Collection adoption, though GAAP losses and execution risk still matter.
+What is TEAM's fair value?
Atlassian's fair value is $115. We arrive at that view using the report's valuation framework that balances strong cloud growth, a 34% non-GAAP operating margin, and AI-driven cross-sell against ongoing GAAP losses and revenue pulled forward from Data Center term-license activity.
+
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Atlassian is also moving upmarket. Management reported more than 600 customers with over $1M of ARR in Q2 FY26, up almost 40% year over year, and 55,913 customers with more than $10,000 of cloud ARR in Q3 FY26, up 10%. Enterprise expansion matters because larger accounts support broader product adoption and longer commitments.

Business Segment Deep Dive

Atlassian's reported revenue structure is dominated by License and Service revenue. In fiscal 2025, that category generated $4.93B, or 94.5% of total revenue, while Product and Service, Other generated $284.7M, or 5.5%. Total fiscal 2025 revenue was $5.22B, compared with $4.36B in fiscal 2024 and $3.53B in fiscal 2023.

The operating story inside those categories is more useful than the accounting labels. Cloud is the primary growth engine, with Q3 FY26 cloud revenue above $1.1B and growth of 29%. Data Center remains a meaningful contributor during the migration period, with fiscal 2026 growth guidance of 21.5%, while Marketplace and other revenue growth guidance is 6.5%.

Service Collection is becoming a second growth pillar. Management cited its $1.0B ARR milestone, strong IT service management momentum and increasing adoption in HR, marketing and other non-IT functions. Atlassian said 60% of Service Collection customers use it outside IT, which expands the addressable workflow beyond the traditional technology department.

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Flagship Product Analysis

Jira remains the platform's anchor. It manages planning, tracking and execution for software and business teams, and management reported continued seat expansion in the core Jira standalone offering during Q3 FY26. Jira also provides the workflow data that makes Rovo agents more useful because agents can operate inside work items, permissions, audit trails and established processes.

Confluence supplies the knowledge layer, while Loom adds asynchronous video communication. Together, Jira, Confluence, Loom and Rovo form the Teamwork Collection. Customers are upgrading to the collection partly because it includes 10 times more Rovo credits than the standalone subscription, creating a direct cross-sell path from collaboration software to AI usage.

Jira Service Management extends the platform into IT and employee service workflows. Customer Service Management, Rovo Service and proactive AIOps broaden that opportunity. Management also reported that Rovo Service became generally available for employee support and onboarding workflows, giving the Service Collection a wider use case than traditional IT ticketing.

Innovation & Competitive Advantage

Atlassian's central competitive asset is the Teamwork Graph. Management describes it as a context layer connecting knowledge, work, people and code. The strategic value is practical: Rovo can use existing organizational context, permissions and workflow history instead of operating as a standalone chatbot with limited business context.

Rovo had surpassed 5 million monthly active users by March 2026, according to Atlassian's company update. The earnings call also reported millions of monthly active users and credit usage growth above 20% month over month. Atlassian is opening the platform to third-party agents from companies such as Canva, Cursor and Anthropic's Claude, which lets the Teamwork Graph remain relevant even when customers use outside AI models.

Product releases strengthen that position. Team '26 updates included Remix in Confluence, Rovo Dev in Jira, an expanded MCP Gallery, agents in Jira and flexible commercial model Flex. The company also announced agreements to acquire DX and The Browser Company of New York. These initiatives increase the potential scope of the platform, though they also raise integration and capital-allocation demands.

Operations & Supply Chain

Atlassian's operating model is digital and subscription-led, so the main operational transition is from Data Center deployment to cloud delivery. Management said the migration is on track, and large customers with tens of thousands of users, including some with more than 100,000 users, remain committed to moving to the cloud.

The transition creates timing noise. Q3 revenue benefited from approximately $50M of additional upfront term-license revenue, driven by customer purchases pulled forward from future periods and a March pricing change. Management also said Data Center customers planning a cloud move are moderating seat expansion compared with historical trends.

The favorable operational offset is cloud expansion after migration. Management reported strong retention in Data Center, continued cloud migration progress and uplift when customers move from Data Center to cloud. Atlassian also plans isolated cloud in 2026, while data residency for Rovo, Analytics and Focus is already available. These features address enterprise and regulated-customer requirements.

Market Analysis

Atlassian operates across three adjacent markets. Its investor materials estimate a $17B software development opportunity growing 9% annually, a $15B service management opportunity growing 13% annually and a $35B work management opportunity growing 14% annually. The combined serviceable market is estimated at $67B with 13% annual growth.

The market is being reshaped by AI-native development, workflow automation and cloud migration. Gartner forecasts that 90% of enterprise software engineers will use AI code assistants by 2028, compared with less than 14% in early 2024. Gartner also estimates that worldwide enterprise application software will reach $722B by 2029, with a 12.5% five-year CAGR from 2024 to 2029.

Atlassian's current growth is ahead of those broad market rates. Fiscal 2026 revenue guidance calls for approximately 24.0% growth, cloud revenue growth of approximately 26.5% and Data Center revenue growth of approximately 21.5%. Sustaining that premium requires measurable customer outcomes, since Gartner has emphasized that enterprise buyers will reward outcomes rather than AI agents as a feature category.

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Customer Profile

Atlassian serves software developers, IT departments, product teams, business operations, HR, marketing and leadership groups. Its customer base includes more than 300,000 organizations, and Atlassian reported that more than 85% of the Fortune 500 were paying customers as of December 31, 2025.

Large-account expansion is a central commercial driver. The company reported more than 600 customers with over $1M in ARR in Q2 FY26, while the number of customers with more than $10,000 in cloud ARR reached 55,913 in Q3 FY26. Atlassian also cited an enterprise standardization involving Jira, Confluence and Loom across more than 50,000 employees.

Retention and expansion data support the platform strategy. Management said net revenue retention remained above 120% and increased for the third or fourth consecutive quarter. Service Collection adoption outside IT and Rovo adoption inside existing customers both point toward broader wallet share rather than a single-product growth model.

Competitive Landscape

Atlassian competes with different vendors by workflow. Microsoft (MSFT), including Teams, GitHub and Azure DevOps, is the broadest platform competitor. ServiceNow (NOW) is the most direct large-scale competitor in IT service management. Asana (ASAN), monday.com (MNDY) and Smartsheet compete in work management, while GitLab (GTLB) and GitHub compete in developer workflow and DevOps.

Atlassian's advantage is breadth combined with workflow depth. Jira and Confluence are embedded in engineering and product processes, while Jira Service Management connects technology, employee and customer service. The Teamwork Graph then links those workflows, giving Atlassian a platform-level argument against isolated point products.

The risk is bundling pressure. Microsoft (MSFT) and ServiceNow (NOW) can use broader enterprise relationships to package adjacent functionality, while AI-native vendors can introduce competing features quickly. Atlassian's Q3 FY26 record for competitive displacements, particularly in Service Collection, shows current momentum, but the annual report also identifies intensifying competition from large vendors and point solutions.

Macro & Geopolitical Landscape

The macro backdrop favors productivity software when companies need more output from existing teams. Gartner's $722B enterprise application software forecast and the projected 90% adoption rate for AI code assistants by 2028 support a durable demand cycle for workflow automation and developer productivity.

The same environment increases scrutiny. Gartner describes an uncertain business environment as a short-term pressure on software growth and says enterprise buyers are demanding outcomes from AI investments. Atlassian's March 2026 reduction of approximately 10% of staff, or about 1,600 employees, was designed to fund AI and enterprise sales investment while accelerating sustained GAAP profitability.

Geopolitical and regulatory considerations center on data control. Atlassian has announced isolated cloud for 2026 and already offers data residency for Rovo, Analytics and Focus. Its strategic collaboration with Mattermost involves a sovereign, self-hosted successor to Confluence for defense, intelligence and critical infrastructure organizations. Those initiatives give the company a concrete response to sovereignty and security requirements.

Balance Sheet Health

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Atlassian’s balance sheet earns an A- thanks to strong cash generation and a transition toward profitable cash flow, even as GAAP losses remain a watch item.

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Income Statement Strength

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Q3 FY26 revenue rose 32% to $1.79B and non-GAAP operating margin expanded to 34%, showing the income statement is moving in the right direction.

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Estimates Outlook

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Management’s FY26 outlook calls for 21.5% Data Center growth and 6.5% Marketplace growth, with cloud and Service Collection still doing the heavy lifting.

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Valuation Assessment

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The valuation case hinges on whether cloud growth, AI monetization and margin expansion can justify a premium while GAAP losses and pulled-forward revenue linger.

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Target Prices & Recommendation

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At $115, Atlassian sits at our fair value, with upside tied to sustained cloud growth, Rovo adoption and continued margin improvement.

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Closing

Atlassian (TEAM) has moved into a more credible phase of its investment story. Revenue growth is accelerating, cloud growth is approaching 30%, Service Collection has reached $1.0B in ARR, Rovo usage is expanding and free cash flow exceeds $1.5B. The company also carries more cash than debt on the fiscal 2025 balance sheet.

The stock remains a transition investment rather than a finished earnings compounder. GAAP losses, Data Center revenue timing, restructuring and competitive pressure limit the margin of safety at elevated prices. At $93.29, the Buy rating and $115 fair value estimate offer a balanced way to participate in Atlassian's cloud and AI expansion without assuming that every strategic initiative will monetize immediately.

Why does Atlassian have a Buy rating despite GAAP losses?
The Buy rating reflects a profitable-cash-flow transition that is already visible in the numbers, including $1.79B of Q3 FY26 revenue and a 34% non-GAAP operating margin. GAAP losses remain, but cloud revenue above $1.1B, RPO of $4.0B, and rising Rovo usage suggest the business is scaling into better earnings power.
+What are the biggest growth drivers for TEAM?
Cloud is the main engine, with Q3 FY26 cloud revenue above $1.1B and 29% growth. Service Collection is another major driver after surpassing $1.0B in ARR, while Rovo adoption is helping customers using it grow ARR at roughly twice the rate of non-users.
+What is the main risk to Atlassian stock?
The main risk is execution: Atlassian is still GAAP unprofitable, with a $256.7M net loss in fiscal 2025 and a $0.38 GAAP loss per diluted share in Q3 FY26. The report also notes about $50M of Data Center revenue was pulled forward, so investors need cloud growth and margin gains to continue.
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