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docs(data-analytics-demo): add Verified ML metrics section citing CI-enforced floors#94

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leagames0221-sys merged 1 commit into
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docs/data-analytics-verified-metrics-section
May 17, 2026
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docs(data-analytics-demo): add Verified ML metrics section citing CI-enforced floors#94
leagames0221-sys merged 1 commit into
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docs/data-analytics-verified-metrics-section

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Summary

  • Adds Verified ML metrics section to packages/data-analytics-demo/README.md between Layout and Architecture.
  • Documents the two CI-enforced floors (Churn ROC-AUC ≥ 0.70 via AC-3.2, Upsell lift @ top-10% ≥ 1.5× via AC-3.7) with literal links to the asserting test files.
  • Explains the seed-based reproduction contract (DEMO_RANDOM_SEED=42) so external readers know how to regenerate the gitignored ml/artifacts/*.json outputs.

Why

External-facing portfolio copy currently cites specific ML scores that are not traceable to anything in the repo (the actual numbers live in gitignored runtime artifacts). This section gives the external copy a stable, repo-internal source to point to: the floors are enforced + the tests are linked + the regeneration command is documented.

Test plan

  • CI passes (drift / lint / mypy / pytest / pnpm-audit / python-audit) — docs-only change, no functional impact expected.
  • Section renders correctly on GitHub (table + relative links).

🤖 Generated with Claude Code

…enforced floors

Documents the two CI-enforced floors (Churn ROC-AUC ≥ 0.70 via AC-3.2,
Upsell lift @ top-10% ≥ 1.5× via AC-3.7) with literal links to the
asserting test files and explanation of the seed-based reproduction
contract. External-facing portfolio copy can now cite this section
instead of presenting unsourced specific numbers.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
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@leagames0221-sys leagames0221-sys merged commit f262eb5 into main May 17, 2026
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@leagames0221-sys leagames0221-sys deleted the docs/data-analytics-verified-metrics-section branch May 17, 2026 20:15
leagames0221-sys added a commit that referenced this pull request May 21, 2026
…enforced floors (#94)

Documents the two CI-enforced floors (Churn ROC-AUC ≥ 0.70 via AC-3.2,
Upsell lift @ top-10% ≥ 1.5× via AC-3.7) with literal links to the
asserting test files and explanation of the seed-based reproduction
contract. External-facing portfolio copy can now cite this section
instead of presenting unsourced specific numbers.

Co-authored-by: leagames0221-sys <leagames0221@users.noreply.github.com>
Co-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
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