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Brickfyn

Use cases

AI use cases and automation examples: what we have built, with the evidence class attached.

Every item carries its evidence class from E1 to E5. We never mix a demo with a client case.

E2Built within an operational activityReal EstateA2 · Sales & Lead AI

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.

E3Functional demoReal EstateA1 · Document & Inbox AI

Listing Assistant for an estate agency: listing and multichannel posts

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.

E4Workflow exampleReal EstateA1 · Document & Inbox AI

Routing a property management inbox

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.
E4Workflow exampleFinanceA4 · Finance & Admin AI

Document intake for an accounting firm

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.
E4Workflow exampleBusinessA2 · Sales & Lead AI

Lead follow-up for B2B services

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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