Use cases

Use cases that show how AI fits into operations

Each case sets out the context, the workflow, the controls and the role people keep.

Diagnostic engine for mandate acquisition in commercial real estate

Context: A commercial real estate activity wanted to win more mandates without expanding its team.
Solution: A diagnostic engine: the owner describes their asset and receives a personalised report, generated by AI and validated by a human before it is sent.
Result: An acquisition channel that qualifies sellers and runs continuously. Figures will be published once they are consolidated and authorised.

Built and deployed within a commercial real estate activity.

Context: An agency enters a property once and has to produce the web listing and the social media posts, then update them with every change.
Solution: A functional demo: single form, preview per channel, mandatory human validation, before/after comparison on each update.
Result: Demo on test data. No real publication; the social connectors are simulated.

Functional demo on synthetic data.

Context: Hundreds of asset-related emails arrive every week; someone manually decides who handles what.
Solution: Automatic classification, extraction, ticket creation and assignment; human review if the category is uncertain.
Result: Illustrative example of how the process can work.

Context: Client documents arrive by email, portal and scanned paper, in every format.
Solution: Extraction, normalisation, reconciliation and preparation of entries; exceptions sent for review.
Result: Illustrative example of how the process can work.

Context: Enquiries arrive by form, email and LinkedIn; some go unanswered.
Solution: Recording, enrichment, scoring and follow-up proposed to the sales rep for approval.
Result: Illustrative example of how the process can work.

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