whisper-money/app/Services
Víctor Falcón 9328cd3e1b
feat(ai): persist AI categorization suggestions below the label bar (#547)
## Contexto

El categorizador solo persistía un resultado cuando la confianza
superaba la barra (`ai_categorization.label_confidence`, 0.7). Las
sugerencias por debajo del umbral se calculaban y se descartaban,
dejándonos sin ninguna visibilidad de qué proponía el modelo para las
transacciones que no se autocategorizaban.

## Cambio

Se guarda la sugerencia del modelo en **toda** transacción que el modelo
coloca, mediante columnas tipadas (en vez de un blob JSON):

- `ai_suggested_category_id` (FK a `categories`, nullable)
- `ai_suggested_category_at` (timestamp, nullable)
- `ai_confidence` (ya existía) — ahora se rellena **siempre**, no solo
al aplicar

Por debajo de la barra la transacción sigue sin categorizar, pero la
sugerencia queda guardada; a partir de la barra, además se autoaplica la
categoría como hasta ahora.

## Para qué sirve

- **Afinar el umbral 0.7 con datos reales**: `where
ai_suggested_category_id is not null and category_id is null` muestra
exactamente qué nos perdemos.
- Habilita una futura UI de "la IA cree que es X, ¿confirmas?"
directamente desde el FK.

## Tests

- `CategorizeTransactionsTest`: el caso sub-umbral ahora verifica que la
sugerencia se persiste; el caso aplicado verifica que además se guardan
los campos de sugerencia.
- Suite de IA + tests que tocan transacciones en verde (111 tests).
2026-06-17 08:24:30 +00:00
..
Ai feat(ai): persist AI categorization suggestions below the label bar (#547) 2026-06-17 08:24:30 +00:00
Banking refactor(banking): scalable per-provider sync via a syncer factory (#545) 2026-06-16 16:25:29 +02:00
Demo Remove encryption from browser tests and demo user (#129) 2026-02-17 11:45:27 +01:00
Discord feat: add Discord admin feed for daily stats and Stripe events (#458) 2026-05-30 18:14:46 +02:00
Stripe feat(discord): enrich Stripe event messages and dedupe deliveries (#460) 2026-05-31 12:50:37 +02:00
AccountMetricsService.php Preload exchange rates (#362) 2026-05-06 16:35:49 +01:00
AccountUserCurrencyService.php fix(accounts): sync currency from first account (#430) 2026-05-25 20:55:24 +02:00
AuthEntryPointService.php fix: route new PWA guests to signup (#313) 2026-04-21 10:53:05 +01:00
AutomationRuleService.php feat(ai): auto-categorize transactions with AI (behind flag) (#535) 2026-06-15 16:35:20 +02:00
BalanceLookup.php fix(static-analysis): clear phpstan-baseline by fixing all suppressed errors (#183) 2026-03-02 12:22:30 +00:00
BudgetPeriodService.php fix(budgets): make period generation idempotent (#533) 2026-06-15 12:44:44 +02:00
BudgetTransactionService.php feat: add catch-all budgets (#527) 2026-06-15 16:07:19 +00:00
CategoryTree.php feat(analysis): break down spending by sub-category (#508) 2026-06-08 14:53:36 +02:00
CurrencyConversionService.php fix(currency): make rate fetching resilient to slow CDN (#502) 2026-06-08 09:10:38 +02:00
CurrencyOptions.php feat(settings): centralize currency options and split profile/account support (#256) 2026-04-02 19:23:10 +02:00
ExchangeRateService.php Fix PHP-LARAVEL-1V exchange rate cache race (#383) 2026-05-12 12:45:45 +02:00
LandingAuthOverrideService.php feat(leads): cohort-based launch invitations with per-user Stripe coupons (#333) 2026-04-30 15:10:28 +01:00
LeadCohortResolver.php feat(leads): cohort-based launch invitations with per-user Stripe coupons (#333) 2026-04-30 15:10:28 +01:00
LeadPromoCodeAllocator.php feat(leads): cohort-based launch invitations with per-user Stripe coupons (#333) 2026-04-30 15:10:28 +01:00
LoanAmortizationService.php fix(dashboard): avoid month overflow in real estate projection (#340) 2026-04-30 13:53:01 +00:00
LoanBalanceGeneratorService.php feat(loans): backfill historical balances on loan creation (#322) 2026-04-24 13:09:34 +01:00
ManualBalanceAdjuster.php feat: optionally update manual account balance on transaction delete (#491) 2026-06-05 11:30:31 +02:00
PeriodComparator.php feat(cashflow): add savings and period views (#424) 2026-05-25 16:41:00 +02:00
RealEstateBalanceGeneratorService.php feat(real-estate): auto-calculate revaluation % and generate historical balances (#253) 2026-04-15 12:18:33 +00:00
ResendService.php feat: sync user leads to resend (#283) 2026-04-13 19:56:08 +01:00