Here is the expanded architectural design base, updated specifically to handle a rapidly growing database with many collections beyond just Auth and Clients.

1. The UX Flow (Built for Scale)
When you have dozens of collections, hardcoding every single view isn't scalable. The dashboard needs to act like a true "Command Center" with dynamic discovery:

Zone A: "Dedicated Modules" (The Custom Experiences)
Purpose: Highly tailored, customized views for your most important business logic.
Flow: The sidebar permanently pins Team Access (doormile_auth) and Field Operations (doormile_clients). These open the specialized Tables, Kanban boards, and GeoMaps we discussed earlier.
Zone B: "The Data Explorer" (For the remaining dozens of collections)
Purpose: A dynamic, auto-generating view to inspect any collection that exists on the server, even ones created yesterday.
Flow: Admin scrolls down the sidebar to a "Data Lake" section -> Uses a mini search bar to find a specific collection by name -> Clicks it -> The app dynamically generates a generic table based on whatever payload data is inside it.
2. The Design Components (The Base for Scale)
To build this massive multi-collection system, you will add these components to the base:

🗂️ For the Sidebar / Navigation
CollectionDiscovery Component: A scrollable list on the left menu that automatically asks Qdrant for a list of all collections and renders them.
SidebarFilter Component: A tiny search box sitting right above the collection list so you can instantly filter out collection names (e.g., typing "survey" shows survey_2024, survey_2025, survey_archived).
🧬 For the Generic / Unknown Collections (The Explorer)
Since you won't build a custom UI for every single minor collection, you need components that adapt to any data:

AdaptiveDataGrid Component: A smart table that looks at the first vector it fetches from Qdrant, reads the JSON payload keys, and automatically creates the table columns on the fly. (If a collection has item_name and price, the table creates those two columns automatically).
VectorInspector Modal: When you click a row in an unknown collection, this opens a sleek, dark-themed JSON code viewer. It shows the raw payload and the raw floating-point vector arrays perfectly formatted, similar to how a developer console looks.
ClusterHealthWidget: A component at the very top of the dashboard that shows the sum of all vectors across all collections, total RAM usage, and server uptime.
⚙️ The Updated Shared Components
ViewToggle Component: A simple switch at the top right of the screen that lets an admin toggle any collection between "Card View" (visual) and "Table View" (dense data).
GlobalSearch (Upgraded): The search bar now includes a dropdown filter to let you select which of the 50+ collections you actually want to search inside.