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    Case study: can AI agents save millions? Real-world impact of Elevon.io in enterprise delivery

    How Elevon's AI agents automate progress reporting across Jira and Confluence, saving up to 80% of reporting time and €400K–€1.5M annually for large organizations.

    2 min read

    Use case: automating progress updates across Jira and Confluence with agentic AI

    In large companies, we've seen project managers spend too much time on reports and updates instead of driving projects forward. From chasing Jira tickets to preparing slides for execs, the process is slow and repetitive. At Elevon.io, we built a solution to change that.

    The challenge: too much admin, not enough progress

    Project and delivery managers across our client base were facing the same headaches:

    • Hours spent pulling updates from Jira boards and spreadsheets
    • Too many sync meetings just to stay aligned
    • Inconsistent reporting formats and missing info
    • Delayed insight into blockers or delivery issues

    These inefficiencies were slowing teams down and costing companies serious money.

    Our solution: smart AI agents that handle reporting

    With Elevon, you can activate AI agents designed specifically for enterprise reporting. Our agents connect to tools like Jira and Confluence and take care of the repetitive work:

    1. Data review

    They scan tickets, issues, and boards to surface progress, blockers, and project risks.

    2. Clear updates in plain language

    Our agents translate raw data into easy-to-read summaries. Executives get high-level overviews. PMs get actionable details. Developers get focused updates.

    3. Automatic sharing

    Reports are distributed daily through Slack, email, or Confluence, personalized for each role.

    4. Better data quality

    Agents flag missing data, nudge contributors, and help teams keep records accurate without extra meetings.

    The results you can expect

    • Zero manual reporting: Everything is automated.
    • Tailored updates: Every stakeholder gets what they need, no more, no less.
    • Real-time visibility: Stay up to date before your first coffee.
    • Improved delivery: Clients see up to 40% more tasks completed per sprint.

    Proven ROI from our clients

    Our project managers spend 60–80% less time on updates. Sprint cycles are 20–30% faster.
    • Reporting time saved: Up to 80%
    • Fewer meetings: 25% reduction in syncs
    • Annual ROI: €400K–€1.5M saved for large-scale organizations

    Built to scale with you

    Whether you manage a single Jira project or a global portfolio, our platform supports multi-team, multi-market environments, from banking and telecom to IT and manufacturing.

    Final word: simplify your projects, accelerate your outcomes

    Our AI agents are transforming the way enterprises manage delivery. We remove the noise, improve visibility, and give your teams time back to focus on what matters.

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    Next step

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    A 30-minute call with one of the founders. We say honestly whether the platform fits and what a first run would take.

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