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Seed data gives Lucia enough operational reality to behave like a real product before live production data exists.

Purpose

Lucia needs realistic operating worlds to test:
priority ranking
guest state
booking state
maintenance issues
task creation
concierge readiness
payment concerns
workspace orientation
saved-work truth-state
guest identity orientation
guest claim strength
guest verification sessions
guest signal routing

Operating-Year Concept

The Operating-Year Seed Pack represents a simulated year of property operations. It exists so Lucia can reason against:
future arrivals
deferred work
urgent issues
open loops
guest context

Why This Matters

Without realistic data, Lucia risks becoming:
generic assistant
empty dashboard
demo toy
With realistic data, Lucia becomes:
operator intelligence system

Current Use

Seed data supports Calendar, Booking Pulse, Signal Stream, Lucia Workspace / Focus Ops, DAW, and maintenance workflows by giving Lucia known guests, bookings, tasks, saved workflow state, and operational states. Current Development demo fixture:
36 bookings
18 occupied months
no impossible overlaps
no stale arrival_profile days
Villa Valentin modeled as one rentable inventory unit
This fixture gives Lucia a believable booking spine so arrivals, departures, stay windows, and prior recommendation memory can be tested against real-feeling operational context. Workspace OS evaluation also needs surface context fixtures:
current surface
active booking/task/action
saved DAW workflow state
missing field behavior
explicit prompt subject vs page context
Guest-facing evaluation also needs privacy-safe identity/linkage fixtures:
verified booked guest
claimed booked guest
guest of guest
prior inquiry or lead
new unbooked visitor
unknown anonymous visitor
candidate booking
ambiguous candidate matches
no-match claims
used/invalid/expired magic-link tokens
unlinked guest signals
candidate guest signals
verified guest signals
service-overlap traps
airport-pickup-overlap traps

Future Use

Seed worlds should support:
regression testing
model comparisons
launch readiness
property onboarding simulations
multi-property inventory simulations
workspace-context regression
guest identity/linkage regression
magic-link verification regression
guest signal routing regression

See Also