hotel-manage-stack/forecasting
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Expand AI insight: fix broken competitor query, add continuity, 30-day horizon, holidays

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- Fix gather_competitor_data() tier filter: it queried tier IN ('primary','secondary'),
  values that never exist (real values are 'own'/'competitor'/'market'), so the
  cheapest-competitor comparison has always silently returned nothing.
- Feed the previous insight back into the prompt so the model can note what's
  changed/resolved instead of repeating itself.
- Extend forecast horizon from 14 to 30 days; add a per-day revenue table
  alongside the existing occupancy table.
- Annotate the occupancy table with UK (England) bank holidays.
- Add a same-channel market-movement section (B.com vs B.com, rack vs rack)
  diffing rates against the last insight's snapshot, threshold £3.
- Add a parsed headline field + insight history list on the Dashboard,
  collapsed to headline/age and expandable to full content.

Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>
This commit is contained in:
jtricerolph 2026-07-24 18:03:31 +00:00
parent 2f5349bd1c
commit 2a7ee1d6b8
9 changed files with 381 additions and 83 deletions
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backend/requirements.txt
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@ -22,3 +22,4 @@ python-dotenv==1.0.0
python-dateutil==2.8.2
playwright>=1.40.0
anthropic>=0.42.0
holidays>=0.47