Automation · Stage 03

Normalisation

One standard RPG land format

AI ACTIVE
What came in
  • Developer-specific column names and formats
What AI did
  • Map developer-specific formats
  • Standardise dimensions
  • Standardise pricing
  • Flag missing data
What came out
  • Clean RPG land records
  • Exceptions routed to human review

Current volume

138 normalised · 4 exceptions

Lendlease Stage 4 price list normalised

Open the working screen
Where humans step in

RPG is asked to decide only when AI confidence drops, when pricing is sensitive, or when a developer changes the rules mid-release. Every override teaches the model.

What AI is doing right now

Live

  • Reading new Stockland release — 42 lots found

    Stockland_Highlands_Stage7.xlsx · just now

  • Normalising Lendlease Stage 4 price list

    Developer email · 1m ago

  • Matching Lot 182 against 14m house plans

    Matching engine · 2m ago

  • Running estate guideline check — Highlands Stage 7

    Design guidelines · 3m ago

  • Generating RPG package for Lot 207

    Package Studio · 5m ago

  • Publishing package to Agent Portal

    Partner Portal · 7m ago

  • Buyer viewed Riverside 24 package

    Share link · 9m ago

  • Follow-up suggested for Agent Sarah Mitchell

    Buyer tracking · 12m ago