Standups, backlogs, minutes, retros, reports. The work nobody celebrates and everybody pays for. Five tools that turn it into decisions — each one a working demo you can try right now.
Paste whatever the stakeholder said. Get back a properly written story, acceptance criteria, an estimate with reasoning — and the questions to ask before committing.
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Ask your project anything: what's overdue and why, top risks ranked with sources, the weekly client email drafted in your tone. Grounded in the board, repo and Slack.
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Drop in a Teams or meeting transcript. Get the executive summary, decisions, action items, risks and pending topics — the minute nobody wanted to write.
Open demo →The team drops notes; the AI clusters themes, flags what keeps coming back ("3rd retro in a row"), drafts action items with owners and writes the summary for Slack.
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Velocity vs commitment, estimation accuracy by work type, workload heatmap and a burndown that tells the truth — with insights labeled act-now, adjust or keep.
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Self-contained demos over realistic sample data — every interaction works, nothing is a mockup image. Same data story across all five tools: one team, one sprint.
Claude as the reasoning engine, connected to your Jira, GitHub, Slack and calendar through MCP. Your data stays in your accounts — the tools read, reason and draft.
Michael González — 25 years shipping production software, now focused on AI application engineering. The person you'd talk to is the person who builds it.
Start with the module that hurts most. A scoped pilot on your stack usually takes weeks, not quarters.
Michaelgs.dev@gmail.com