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AlidadeAI reports

Built bespoke client reports in hours, without weeks of engineering per layout

AI-generated HTML reports that render natively inside the platform, on live data.

The full Alidade story
Alidade: AI reports

  • Hours

    per bespoke report layout

  • 54

    cells of Claude-assisted content in the first report

  • Live data

    pulled through MCP, no invented numbers

logicflow · alidade · the work
before

The challenge

  • Static PDF reports did not reflect the quality of the research behind them.
  • PDF generation was slow and buggy: renders took up to 20 minutes, with retries on large files.
  • Native web reports were limited to one fixed template.
  • Enterprise clients wanted bespoke layouts, and engineering time per layout did not scale.
what we built

The solution

  • An AI report layer: prompt, tailored HTML report, rendered as a native platform template.
  • Reports embed in the platform like a hand-coded template, with no extra hosting for the client.
  • AI pulls live data and server-side calculations through the MCP server, so numbers are not invented.

after

The results

  • Achieved a new bespoke report layout in hours, without a new engineering sprint.
  • Produced the first production-quality KBL report with 54 cells of Claude-assisted content.
  • AI-generated reports now outperform the native engine, so the founder chose to replace native web and PDF reports with them.
“The Claude group report using the MCP looks great and better than the web and PDF generated report.”
Dr. Todd Hall, Founder, Alidade

built with

  • Claude
  • MCP
  • HTML/CSS
  • Node.js

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