> ## Documentation Index
> Fetch the complete documentation index at: https://helloluciallc.com/llms.txt
> Use this file to discover all available pages before exploring further.

# Seed Data and Test Worlds

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

***

## Purpose

Lucia needs realistic operating worlds to test:

```text theme={"dark"}
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:

```text theme={"dark"}
future arrivals
deferred work
urgent issues
open loops
guest context
```

***

## Why This Matters

Without realistic data, Lucia risks becoming:

```text theme={"dark"}
generic assistant
empty dashboard
demo toy
```

With realistic data, Lucia becomes:

```text theme={"dark"}
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:

```text theme={"dark"}
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:

```text theme={"dark"}
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:

```text theme={"dark"}
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:

```text theme={"dark"}
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

* [02 - Validation Battery](/lucia/evaluation/validation-battery)
* [02 - Focus Ops Intelligence](/lucia/intelligence/focus-ops-intelligence)
* [04 - Lucia Workspace OS Milestone](/lucia/system-architecture/lucia-workspace-os-milestone)
* [01 - Maintenance Workflow](/lucia/operations/maintenance-workflow)
* [07 - Guest-Facing Eval Requirements](/lucia/guest-facing-lucia/guest-facing-eval-requirements)