Atlassian AI Readiness Assessment: Get Rovo-Ready Before You Scale

Rovo is already in your Jira, Confluence and Jira Service Management plans, but getting value from it takes preparation. Empyra’s Atlassian AI readiness assessment checks your cloud setup, data, permissions, automation, people and budget, then gives you a scored report and action plan in three weeks or less. As an Atlassian Platinum Solution Partner, we run every Rovo readiness assessment on real-world experience.

Extra Rovo and automation usage is billed from December 3, 2026. Check your AI readiness now.

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What Is an Atlassian
AI Readiness Assessment?

An Atlassian AI readiness assessment is a structured review of whether your Atlassian Cloud environment, data, permissions, automation and teams are ready to use Rovo and Atlassian’s AI features safely and productively. It ends with a readiness score for each area and a prioritized plan showing what to fix before you roll AI out more widely.

At Empyra, a Rovo readiness assessment goes beyond a general AI adoption assessment. We look inside the tools your teams already use: Confluence space structure, Jira permissions, Rovo connectors and the automation rules that would run Rovo agents. It is also the first phase of our ASCEND™ framework for Atlassian AI consulting, so every finding feeds straight into your rollout plan.

jira-service
BEFORE YOU SCALE AI

Why Enterprise AI Readiness
Matters Now

Billing Starts Dec 3
Per-User Allowances
Extra Usage On by Default
Advanced AI Costs More

Billing Starts December 3

  • Atlassian bills Rovo credits and automation steps above your plan’s monthly allowance from December 3, 2026.
  • Allowances pool across your organization and reset every month, and unused credits don’t roll over.
  • An unplanned AI rollout now shows up on your invoice, which makes enterprise AI readiness a budget question.
Usage Billing Starts December 3

Small Per-User Allowances

  • Jira and Confluence Standard include 25 Rovo credits per user per month, Premium 70 and Enterprise 150.
  • A basic Rovo Chat answer or basic Rovo agent uses 10 credits every time it runs.
  • Teamwork Collection includes up to 10x more Rovo credits than standalone apps on the same plan.
Rovo Credits Explainer Infographic

Extra Usage Is On by Default

  • Usage keeps running past the allowance and is billed in arrears at $0.01 per Rovo credit.
  • Only organization and billing admins get alerts, at 80% and 100% of the allowance.
  • Admins can set usage limits or switch extra usage off for each meter in Atlassian Administration.
Extra Usage Gauge Infographic

Advanced AI Costs More

  • Think Deeper, Confluence slides and the Jira Coding Agent use a variable number of credits per request.
  • Rovo agents inside automation rules run on every trigger, whether anyone is watching or not.
  • An AI readiness assessment forecasts this usage before you scale, so the invoice holds no surprises.
AI Cost Planning Flowchart
Our Approach

Signs You Need an AI Readiness Assessment

Most AI rollouts don’t fail because the AI is weak. They stall because the environment underneath it isn’t ready. These are the warning signs we see most often, and how an AI readiness assessment addresses each one. 

Rovo Is On, but Few People Use It

Rovo was switched on, a few people tried it, and usage faded. We find the use cases that matter to each team and what’s stopping adoption. 

AI Answers You Can’t Trust

Rovo answers from your content, so outdated pages and duplicate spaces produce poor answers. We score content health and show what to clean up first. 

Permissions Nobody Has Reviewed

AI can summarize anything a user can already open. We flag over-shared spaces and projects before Rovo surfaces them. 

No Idea What AI Will Cost

With usage-based billing, a successful pilot can become an unplanned bill. We forecast your Rovo credit and automation step usage. 

Agents Running Without an Owner

Rovo agents in automation rules run on every trigger. We map which agents run, how often and who is accountable for them. 

Still Partly on Data Center

Rovo is Cloud-only. We show what you can start now and how AI fits your Atlassian Cloud migration plan. 
SEVEN DIMENSIONS, ONE CLEAR SCORE

What Our Rovo Readiness Assessment Covers

Our AI readiness assessment scores your Atlassian environment across seven dimensions, grouped into three areas, so you can see exactly where you’re ready for Rovo and what needs work first. 

Platform & Content Readiness

  • Cloud maturity: your Cloud and Data Center footprint, plans, editions and sites, since Rovo runs on Atlassian Cloud.
  • Data and content health: stale and duplicate Confluence pages, space structure and Jira work item quality that shape every AI answer.
  • Connector readiness: the tools Rovo Search should reach, such as Slack, Microsoft Teams, Google Drive and GitHub, and how they’re permissioned.

Security & Automation Readiness

  • Permission architecture: over-shared spaces, projects and groups, because AI can surface anything a user can open.
  • Public and anonymous access: pages and projects open beyond your organization, flagged before AI is enabled.
  • Automation and agents: rules that call Rovo or agents, high-volume and ownerless rules, and the best candidates for new agents.

People & Cost Readiness

  • People and change readiness: AI skills by role, champions and owners, and the training each team needs.
  • Usage and cost readiness: your pooled Rovo credit and automation step allowance against a forecast for your planned rollout.
  • Spend controls: extra-usage settings, usage limits and alert owners in Atlassian Administration.

What You Get From Empyra's AI Readiness Assessment

Every AI readiness assessment ends with practical outcomes your team can act on the next day. We define outcome metrics before any rollout begins, and if an AI deployment can’t be tied to measurable results, we’ll tell you before you invest. 

Scored Readiness Report

A score for each of the seven dimensions, with the evidence behind it and an overall readiness level. 

Gap Analysis

The specific issues holding AI back, from over-shared spaces to ownerless automation rules, ranked by risk. 

Prioritized Action Plan

What to fix first, who should own it and how long it should take, in the order that unlocks value fastest. 

AI Use Case Shortlist

The Rovo Chat, Search and agent use cases with the clearest return for each team, ready for a pilot. 

Usage and Cost Forecast

Projected Rovo credit and automation step usage for your rollout, against your pooled allowance. 

Executive Readout

A short session with your IT and business leaders to walk through the findings and agree next steps. 

Self-Check vs Expert Assessment

AI Readiness Assessment vs Self‑Check:
What's the Difference?

Whether you call it an AI adoption assessment or an AI readiness assessment, the difference is in how readiness is measured. Want a quick credit estimate first? Try our Rovo Credits Calculator.

Online Self‑Check

A quick quiz

How readiness is measured

Your own answers to general questions

Usage and cost

Not covered

Output

A single overall score

What's missing

  • Permission and content risks
  • Usage forecast
  • Use cases for your teams
Recommended

Empyra AI Readiness Assessment

An expert review of your environment

How readiness is measured

Evidence from your actual Atlassian environment

Usage and cost

Forecast against your pooled allowance

Output

Scored report, action plan and executive readout

How Empyra helps

  • Permission and content risks ranked
  • Rovo credit and automation forecast
  • Use case shortlist per team

What every team should know before rolling out AI

  • Rovo runs on CloudData Center teams need a migration path first.
  • Permissions carry overAI can surface whatever users can already open.
  • Usage is billedUse above your allowance is charged from December 3, 2026.

See How Ready Your Atlassian Environment Is for AI

Not sure your teams are ready for Rovo? Our Atlassian consultants score your readiness across seven dimensions and show you exactly what to fix first. You get a clear action plan in three weeks or less.

Our Process

How the AI Readiness Assessment
Works

A clear, five-step engagement, from first call to action plan in three weeks or less.

  1. 1
    Step 1Week 1

    Kick-off Call

    We agree your goals for AI, the apps and teams in scope, and who we should speak to. You give us read-only admin access or walk us through your setup on a call.

    Book My Kick-off Call ↗
  2. 2
    Step 2Week 1

    Environment Review

    Our Atlassian consultants review your Cloud setup, content, permissions, connectors, automation rules and current usage in Atlassian Administration.

    Start My Environment Review ↗
  3. 3
    Step 3Week 2

    Team Interviews

    Short sessions with admins, IT and team leads to learn how people work today, where AI would help most and what's holding adoption back.

    Plan My Team Sessions ↗
  4. 4
    Step 4Weeks 2–3

    Scoring and Forecast

    We score all seven dimensions, rank the gaps by risk and value, and forecast Rovo credit and automation step usage for your rollout.

    See How We Score Readiness ↗
  5. 5
    Step 5Week 3

    Readout and Action Plan

    We walk your leaders through the findings and hand over the report, action plan and use case shortlist. Fix it in-house, or have Empyra deliver the rollout through our ASCEND™ framework.

    Get My Action Plan ↗
Why Empyra

Why Choose Empyra for
Atlassian AI Readiness

Enterprise AI readiness isn't a questionnaire for us. Empyra is one of a select few Atlassian Platinum and Enterprise partners, with Atlassian specializations in Cloud Migration, Service Management and Software Development and a team of 80+ certified Atlassian consultants. We work inside Jira, Confluence, Jira Service Management and Rovo every day, so we know where AI rollouts stall, and we fix those problems, not just report them.

Talk to an Atlassian AI Expert ↗
  • Platinum and AI Partner

    Atlassian Platinum Solution Partner and Atlassian AI Solution Partner.

  • A Proven Method

    The ASSESS phase of our ASCEND™ framework, run in real Atlassian environments.

  • Cost Forecast Built In

    Rovo credit and automation usage forecasting, not added later.

  • One Team, End to End

    From assessment to rollout and ongoing support, with one point of contact.

30+Years of Experience
80+Certified Atlassian Consultants
1000+Enterprise Customers
Atlassian Platinum Partner
Atlassian Specialized Partner: Teamwork Foundations Atlassian Specialized Partner: Software Development Atlassian Specialized Partner: Cloud Migration Atlassian Specialized Partner: Service Management

What Our Customers Have to Say

"Empyra has been extremely helpful in getting Cohen & Company’s Atlassian environments up and running. They have been able to provide great guidance in the options available and also have been able to execute on implementation of those options in a timely and effective manner. They have helped us bring in other departments outside of IT to utilize the service desk options to manage requests and workflows with great reviews from those teams."

Chief Technology Officer

Cohen and Company

"The Empyra consultant has allowed us to take the use of Atlassian's Jira product to new levels across the organization, providing significant improvements in workflows in IT as well as many Finance and Operations teams. There have been some complex requests that Empyra have dealt with, and all have been completed professionally, collaboratively, and efficiently. Empyra have always been super responsive, and are keen to work with the various OTC teams to solve their individual business needs."

Roger Abrahams, Senior Vice President - IT

OTC Industrial Technologies

"As our exclusive Atlassian partner, we brought Empyra in to plan, execute and manage our Atlassian migration to the cloud. From pre to post migration activities and support, Empyra was there to support our project team every step of the way. The migration went as smoothly as possible, and there was no major impact to our business operations."

Sr. Manager, Portfolio Management

"I was very pleased with the consistent can-do attitude the Empyra team brought to each meeting, they quickly came up with solutions, suggestions, recommendations on our various challenges and pitfalls during the migration. My team and I really appreciated that the Empyra team made themselves available 24/7 to troubleshoot with us or answered any questions raised in a timely manner."

Sr. Manager, Portfolio Management

"I'd like to extend a heartfelt thank you to the Empyra team for their exceptional support during our migration of Confluence and Jira from server to cloud including 14 managed apps. Their expertise and dedication were instrumental in navigating this complex transition smoothly. We truly couldn't have achieved this milestone without their guidance and hard work. Their efforts were a crucial factor in the success of our migration project, and we are deeply appreciative of their partnership. Thank you, Empyra, for being such a reliable and effective ally in our journey to the cloud!"

Gavi Ornelas-Morales, Tools Support, Supervisor

University of California Office of the President

"monday.com and Empyra provided us with a scalable solution that allows my team to respond quickly to client requests. Additionally, the user-friendly UI with improved workflows helped our underwriting team manage the business in one platform alongside business development. Empyra has done a wonderful job and I envision a long-term relationship on a go-forward basis."

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Daniel Cottrel

Managing Partner, VasarcaRx

Customer Success Stories for Atlassian

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Get your AI readiness score before December 3.

Tell us how your teams use Jira, Confluence and Rovo today. Our consultants will assess your readiness, forecast your usage and give you a clear action plan in three weeks or less. The assessment is free, with no obligation. 

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Frequently Asked Questions

What is an AI readiness assessment?

An AI readiness assessment is a structured review of whether an organization’s systems, data, people and governance are ready to adopt AI. Empyra’s version focuses on Atlassian: it scores your Cloud setup, content, permissions, connectors, automation, teams and usage costs, then gives you a prioritized action plan. 

What does an Atlassian AI readiness assessment include?

It covers seven dimensions: cloud maturity, data and content health, permission architecture, connector readiness, automation and agents, people and change readiness, and usage and cost readiness. You receive a scored report, a gap analysis, an action plan, an AI use case shortlist, a usage forecast and an executive readout. 

How long does the AI readiness assessment take?

Three weeks or less from the kick-off call to the final readout. Your team’s time commitment is small: a kick-off call, short interviews with a few admins and team leads, and the readout session.

Is the AI readiness assessment really free?

 Yes. The assessment is free, with no obligation to continue. If you want help acting on the findings, we will scope that work separately. 

What is a Rovo readiness assessment?

A Rovo readiness assessment checks whether your Atlassian environment is ready for Rovo Search, Chat and Agents. It looks at the things Rovo depends on, such as content quality, permissions and connectors, and at how much Rovo usage your plan’s allowance will cover. 

What is the difference between an AI adoption assessment and an AI readiness assessment?

The terms are often used interchangeably. A readiness assessment usually happens before or early in a rollout and asks whether you can start safely. An adoption assessment looks at how well AI is already being used. Empyra’s assessment covers both, so it works whether Rovo is new to you or already switched on. 

Do we need to be on Atlassian Cloud?

Rovo and the full set of Atlassian AI features run on Atlassian Cloud. If some or all of your apps are on Data Center, the assessment shows what you can start with now and how AI fits into your migration plan.

How does Atlassian’s usage-based pricing affect AI readiness?

From December 3, 2026, Rovo credits and automation steps above your plan’s allowance are billed, and extra usage is on by default. Readiness now includes knowing what your rollout will use and setting limits and alert owners before you scale. Our assessment forecasts that usage for you. 

Is enterprise AI readiness only for large organizations?

No. Any organization using Jira, Confluence or Jira Service Management Cloud can benefit. Smaller teams usually need a lighter review, and larger enterprises need more focus on permissions, governance and cost controls. We size the assessment to your environment. 

What happens after the assessment?

You keep the report and action plan whatever you decide. Many teams fix the quick wins themselves. Others ask Empyra to deliver the rollout, from Rovo configuration and custom agents to training and governance, through our ASCEND™ framework.