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Module
Module 5 of 5Lesson 3 of 3~8 min

Your toolkit and resources

The final lesson brings what you have built together into one coherent toolkit, from the task grid to the prototype. You find the course's reference resources and plan how to keep your tools up to date, because French rules and vendor offers change quickly.

Take this lesson: your first course is freeSee the full syllabus

Lesson objective

By the end of this lesson, you will be able to assemble your AI toolkit (task grid, data rule, checked spreadsheet, listing template, lead grid, prototype) and plan how to keep it up to date.

Topics covered

  • AI toolkit
  • real estate
  • resources
  • regulatory watch

Where it fits

Equip field prospecting

How do I go from a field need to a usable app, without a developer and without illusions?

Lessons in this module

  1. Specify a field prospecting app
  2. Prototype without code and know the limits
  3. Your toolkit and resources (this lesson)

What you will learn in the course

This lesson is part of the course AI for real estate professionals (France)

  • Identify the tasks in your work to hand to AI and the points where human checking is mandatory.
  • Prepare client data in line with the GDPR before any AI processing (minimize, pseudonymize or anonymize, choose the tool and plan).
  • Build a rental yield spreadsheet with AI (gross yield, net yield, cash flow, three scenarios) and check its formulas against a case worked out by hand.
  • Check a tax or regulatory claim produced by AI against a dated official source, and recognize when to consult a professional.
  • Write a listing with AI that includes the mandatory notices and no unverifiable claim.
  • Produce a reasoned valuation range from DVF comparables given to the AI, and qualify a lead with an explicit grid, explaining the limits of each result.
  • Specify a field prospecting app, validate it in a spreadsheet, then prototype it without code, listing what is missing for production use.

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