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A data product built by AI agents, end to end

Agentic AIClaude CodeMCPStandardsMedalliondbtClickHouseSuperset

Four agents, one development process

Business analyst

Architect-modeller

Data engineer

BI developer

Standards first

What the agents read

How they apply them

Handover documents

DocumentWritten byWhat it hands over
business_requirements
00_source_system
01_functional_design
02_solution_design
03_build_report
04_dashboard_spec
05_dashboard_report

The result in Superset

$109.8M
revenue 2022–2025
31,465
sales orders
$3,491
average order value
73%
of revenue through resellers
Superset dashboard AdventureWorks sales: sales per channel, revenue and orders per month, revenue per product category and per sales territory

Quick checks