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02

AI tooling setup & integration

Wire AI into the tools your team already uses

The graveyard of PM tooling is full of AI products that lived in a separate tab. If your team has to leave Jira to use it, they won't — and the investment quietly dies. The alternative is integration: AI capabilities wired into the platforms where your team already works, triggered by the events that already happen there.

We build these integrations hands-on: Jira automation rules that draft and route status updates, MCP servers that let AI assistants query your live project data, dashboards that surface portfolio status from signals your tools already emit, and Confluence knowledge bases your team can actually ask questions of.

Every integration ships with documentation and team onboarding, because a workflow only counts as automated when the team trusts it enough to stop doing the manual version.

What you get

  • AI-powered Jira/Confluence workflows and automation rules
  • MCP server integrations connecting AI assistants to your project data
  • Automated dashboards built from the data your tools already hold
  • Confluence knowledge bases structured for AI-assisted search and answers
  • Team onboarding and documentation

Best for

Organizations already using Jira, Confluence, or similar PM platforms who want AI working inside those tools — not alongside them.

Engagement

4–8 weeks

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