H
Gallery/How Winners Win/Land the Output Where People Already Work

Land the Output Where People Already Work

No new interface. Merge requests, issues, Slack, Teams, email — winners return their results into containers that already exist.

DocSync returns fixes as merge requests and issues — GitLab's own units. Gitdefender stays inside code review. SprintForge starts from a forwarded email and ends as issues in Jira Cloud. VendorGuard goes from inbound email to report in under two minutes. Performance Development Assistant pulls from SharePoint and routes approval through Power Automate. Dentsu Digital's entry has agents dividing work inside Slack, and TEAM HEART LINK's elderly-care solution delivers its daily reports to the family's Slack.

This works for two reasons. A judge can see immediately that it could be used tomorrow: adopting a new tool requires organizational agreement, but riding on merge requests or Slack removes that conversation entirely. And the demo gets shorter — no navigating an interface, just 'send the email, the Jira issue appears'.

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Takeaway: when you feel the urge to polish a UI, spend that effort on deciding where the output lands instead. Work out which application your user keeps open longest, and answer there. Two projects of equal value are received differently depending on whether the result comes back into a container the user already has.

Projects cited in this analysis

2026D
Anthropic Runner Up

DocSync

GitLab AI Hackathon
Three agents — Detector, Writer, Reviewer — fix documentation; confident fixes become merge requests, uncertain ones become issues for humans.
2025次
2nd Place

次世代型シナリオプランニング (電通デジタル)

Agentforce Hackathon Tokyo
A team of AI agents dividing strategy, copywriting and analysis inside Slack to run the marketing PDCA loop — 'a parallel AI workforce'.
2025高
Special Award

高齢者見守りお守りソリューション (TEAM HEART LINK)

Agentforce Hackathon Tokyo
The Robohon robot chats with elderly users via Agentforce, auto-writes daily reports shared to family on Slack, checks medication and flags health anomalies.
2026V
Operative Track 1st Place (highest score overall)

VendorGuard

Agent Academy Hackathon (Microsoft)
An autonomous vendor-contract compliance system: a Copilot Studio orchestrator and four specialist agents score inbound contract PDFs against a 15-rule Dataverse rulebook with red/amber/green verdicts, going from email to report in under two minutes — the highest-scoring entry of the entire hackathon.
2026P
Recruit Track 1st Place

Performance Development Assistant

Agent Academy Hackathon (Microsoft)
A Copilot Studio agent that turns performance-review feedback into a concrete development roadmap — pulling skills from SharePoint, surfacing Microsoft Learn resources, matching internal mentors, and routing manager approval through Power Automate.
2026S
Special Ops Track 1st Place

SprintForge

Agent Academy Hackathon (Microsoft)
An AI scrum assistant: forward an email with meeting transcripts and it extracts sprint goals, epics and stories, enriches them via the Microsoft Learn MCP server, and files issues in Jira Cloud through a Jira MCP server — reportedly cutting sprint prep time by about 70%.

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