The Ai tool that lets you find the perfect tenant

What we want to build: An agent that screens candidates for real estate owners.

1. A Voice AI agent that asks interview question via phone, and then sends a link for the candidate to upload his documents -> can use Vapi or Eleven labs @nikolay can do that
2. From the interview questions, we should have a "scorer" that looks at the documents, and sees if the candidate matches the criteria, and gives it a score from 0 to 10.
3. An ap for the owner that:
   • asks the owner a list questions to know his preferences @celia for the questions content @antonio for the dev
   • from that, it build the interview questions list to be used by the voice agent (can use an LLM for that ?)
   • then a reports UI where the owner can see the summary cards of each candidate that applied, and their score.
   • The owner should be able to choose the best candidate from those, and if he validates the candidate, a calendly link is sent to the tenant to book an appointment

TODOs:

1. Voice agent:

• a phone number OK
• a voice agent with prompt
• the list of questions (will be generated dynamically by application
• a frontend with the photos of the appartement
• a frontend to upload documents
• someone to create a fake annonce on le bon coin with the appart details

2. the Scorer:

• inputs are the transcript of the tenant interview AND the documents uploader
• then use an LLM agent to OCR documents and question answers
• we need the Scores criterias (also can be built by the answers of the owner)

3. The Owner platform

• a frontend page that asks the questions (can be a simple google form like or a LLM chatbot)
• a page that list different Summaries generated by the Scorer, with the possibility to choose some of them.
• A workflow for appointments: When you validate one, it sends an email with a calendly to book a date