The AI agent for estate agency: qualify prospects, never miss a contact again
In an agency, whoever calls back first wins the instruction or the viewing — but enquiries come in at any hour, by phone, by form and through the portals, while the negotiators are out on viewings or at a signing. Your AI agent qualifies every prospect, schedules the viewings and keeps the CRM up to date, around the clock. Hosted in France — on local inference or an isolated resource — your clients' contact details and financial data stay under control. The negotiator keeps control.
Updated on
The property is a match (price €269,000, service charges and energy rating given). Slot proposed for Saturday at 10am — subject to your approval.
⛓ Sourced · your sales software + the instruction file
I have held the slot, sent the confirmation and prepared a viewing sheet for the negotiator, to read over.
✎ Action · appointment set and sheet ready — the negotiator approves
In an estate agency, a Blue Lemon Agent agent handles incoming enquiries around the clock — qualifying buyers and tenants, booking viewing appointments, CRM follow-up — and chases prospects who have not replied. It runs on local inference or is hosted in France: contact details, budgets and financial data are never exposed to a foreign service, architecture designed to reduce exposure to extraterritorial legislation, location alone not being enough to guarantee immunity. The negotiators' time is redirected to viewings, negotiation and signings. Live within a few weeks.
Reference points describing our offer, not results measured at a client. The scale of the gain is confirmed by a pilot on your own scope.
Why AI matters to practices — and why they hesitate
The market has tightened: fewer transactions, more competition for every instruction, more demanding buyers. Yet an agency's value is often decided in the first few minutes after a contact — a response time that the daily workload makes hard to keep to.
! The issue
The agency is caught between enquiries that arrive continuously, at any hour and through every channel, and negotiators taken up by viewings, valuations and signings. Yet most consumer AI tools amount to entrusting the client database, budgets, contact details and property history to a third party, often hosted outside Europe and subject to the Cloud Act.
✓ Our answer
AI is only of interest to an agency if it is sovereign and confidential by design. Local inference or an isolated resource hosted in France, systematic human oversight, the decision reserved for the negotiator: time gained on qualification and follow-up is never paid for in lost confidentiality. The aim is not to replace the estate agent, but to give them back time for the field and the relationship.
The client database and the instructions: sovereignty & compliance
An agency holds sensitive personal and financial data — contact details, budgets, borrowing capacity, life circumstances. Here is how the architecture of our agents protects it, contact by contact.
Local inference
The agent can run on a machine at the agency: no client record leaves the network, nothing passes through a cloud.
Hosting in France
Otherwise, a dedicated and isolated resource, hosted in France under French law — your data: processing and access within the European Union targeted by the architecture.
Reduced extraterritorial exposure
The client database: architecture designed to reduce exposure to extraterritorial legislation, location alone not being enough to guarantee immunity.
A resource isolated per agency
No pooling of the client database: an environment strictly dedicated to your agency.
Encryption & controlled access
Encryption in transit and at rest, role-based access (RBAC), strong authentication and logging.
AI Act: governed deployment
The agent is strictly in support; no commitment or instruction is concluded automatically; traceability and human oversight from end to end.
What depends on the architecture chosen These points are not general guarantees: they are settled deployment by deployment, in the quotation.
- The applicable location is that of the architecture set out in the quotation and verified before commissioning.
- Local execution is announced only for the configuration explicitly described and accepted in the quotation.
- The applicable isolation depends on the deployment mode set out in the quotation; no dedicated isolation is presumed.
- The encryption mechanisms in transit and at rest, their components and key management are those documented for the architecture chosen.
- Roles and permissions are configured and accepted for the identities and systems actually connected.
- The events logged, their content, their retention period and who may access them are defined for the deployment chosen.
See the agent at work
4 real situations, taken from those that come up most often. Pick one: the exchange unfolds as it would in your organisation.
A scripted demonstration. These exchanges show how the agent behaves — its sources, its refusals, what it leaves to your teams. Nothing is sent from this page, no model is queried here, and the matters named are fictional. That is precisely what we promise your data.
The behaviours shown here — monitoring, automation rules, routing and reminders — are configured with you during deployment, from your tools, your rules and your thresholds.
The architecture points named in these exchanges — location, local execution, isolation, encryption, role-based access, logging — are not a guarantee attached to the demonstration: they are those of the architecture set out in your quotation, and verified before commissioning.
· The listing for the four-room flat on rue Chappe shows 78 m²; the survey filed with the instruction gives 73.4. A 5.9% shortfall, and the preliminary contract is signed.
· A sole agency instruction expires in 11 days — no viewings, no contact with the seller for six weeks.
· The energy certificate for the rue Gambetta studio expires on 04/09. Two viewings are booked after that date.
· Three tenant files are incomplete although the leases are signed: all three are missing a home insurance certificate. morning-watch_4-flags.pdf4 flags · property and deadline
⛓ Source · listings, instructions, surveys, certificates, letting files
What is established: the listing and the preliminary contract state 78 m²; the survey attached to the instruction states 73.4 m². The shortfall is 5.9%.
What the text says — article 46 of the French law of 10 July 1965, which I cite because it is short and checkable: where the actual floor area is more than 5% below the area stated in the deed, the buyer may claim a price reduction in proportion to the shortfall. The claim is time-barred one year after the notarised deed.
What I have computed so the discussion starts from a figure: applied to the contract price — €249,000 — the reduction in proportion to the shortfall comes to €14,684, rounded down. The workings are set out line by line, with both areas and their source.
The basis itself is settled by the notary, and it is the notary who will fix it. My figure does not replace that: it exists so that nobody discovers the order of magnitude on the day of the deed. As for whether the buyer will bring the claim, nobody knows — but they have a year, and the clock starts at the notarised deed.
What I have prepared: the three documents side by side — survey, listing and the relevant page of the contract. The question arises before the deed, not after. area-shortfall_rue-Chappe.pdf78 m² stated / 73.4 surveyed · 3 documents
⛓ Source · survey, listing, preliminary contract · art. 46 of the French law of 10 July 1965
Routing follows your organisation: the area shortfall to the branch manager and to the negotiator holding the instruction, because it binds the agency and not only the file; the dormant instruction to the negotiator; the certificate to the office manager, who books the assessor; the incomplete files to the lettings manager.
With a chase: 24 h on the area shortfall, because the contract is signed and the clock is running; 72 h on the rest. Then a weekly summary to the manager: by property, never by negotiator.
And I do not stop at the flag: whatever could be prepared is. The area shortfall is costed and matched across the three documents; the assessment orders are drafted, ready to place; the incomplete letting files come back with the missing document named and the message to the applicant already written; and the dormant instructions come out sorted by date, with the last contact and what it said. Across your 34 properties, that is half a day of desk work handed back to the branch every week.
What is left to you comes down to three gestures, and they carry your name: amending a listing, writing to a seller or a buyer, rejecting an application. All three bind the agency towards a third party — that is what makes them enforceable, and why a person signs them. You approve, they go within the minute.
And I read what you have opened to me, file by file, every access logged and withdrawable on a word.
✎ Proposal · watch and chases to be configured — you set the thresholds
Family situation and a guarantor's place of residence are not solvency criteria. Rejecting a file on that basis exposes the agency — and an instruction carried out leaves a trace in your system, which you will no longer control the day it is produced.
What I do, and it meets the landlord's real need: the 22 files ranked on what is checkable and lawful — income against rent, employment stability, completeness of documents, and the guarantor's strength judged on their income rather than their address.
The ranking gives 9 solvent files by your own agency criteria, three of them with a guarantor outside the mainland. Those three are in the list, at their rank.
And one thing I flag without commenting: two of the 22 files contain documents that the regulated list does not provide for. They were asked for. applications_22-ranked.pdf22 files · ranking criteria stated
⛓ Source · 22 applications, the agency's solvency criteria
What I suggest instead, and it works: present the nine ranked files, each with its income-to-rent ratio and the guarantor's strength. The landlord chooses from that list. If he passes over somebody, that is his choice and he need not justify it — but he will have done so from a list you can stand behind.
I have drafted the letter to the landlord, explaining in five lines why the list is built that way. It does not say no: it says how.
And an observation beyond this property: across your last six lettings, the rejection reasons recorded in your system are blank in four cases. A blank reason protects nobody — not the applicant, not the agency. I can make the field required when a file is closed, with a list of lawful reasons, and a free-text field that stays free. The aim is not to constrain the negotiator: it is that something written survives two years later. landlord-letter_criteria.pdf5 lines · list of the 9 files
✎ Action · 9 presentable files · letter to the landlord ready
What comes back, and where the answer comes from:
· 312 on the price and what it includes — advertised price, who pays the fees, fittings included where relevant. The agency agreement governs, and the answer quotes it;
· 241 on service charges — the annual amount from the last notice, what it covers, and the works fund where one has been voted;
· 187 on the energy performance certificate — band, date, validity, the annual cost estimate exactly as the report states it. I give the document, I do not interpret it;
· 194 on availability — still on the market or under offer, date of vacant possession, viewing slots open;
· 184 on the documents needed for a tenancy application, listed from the statutory list and from what the applicant has already sent in.
On that last point the wording matters as much as the list: the answer states what is asked of everyone, never what is asked of this applicant — a document requested from one and not the others is precisely the record we were discussing.
184 enquiries went up to an agent: price negotiation, a question about a visible defect, a viewing outside the published slots, anything that commits the agency.
The figure that decides, and it is not flattering to begin with: your average first-response time on portal enquiries was 7 hours 40, and 26% came in after 19:00. It is now 3 minutes. Over the quarter, 61 enquiries turned into viewings that would not have happened — measured on out-of-hours contacts alone.
⛓ Sourced · agency agreements, floor area surveys, surveys, service charge notices, viewing diary
Seven are not, in three kinds:
· 2 listings show a floor area different from the survey. One by 5.9% — the rue Chappe flat, already flagged; the other by 1.2%, below the threshold, but still an inaccuracy.
· 3 listings show an energy certificate that has expired or expires during the marketing period.
· 2 listings do not state the fees, although the instructions put them on the buyer.
What I have not done: correct the listings. A listing corrected in silence is a listing nobody can say what it said the day before — and the day before is what counts if an applicant relies on it.
All seven corrections are prepared, each with a dated screenshot of the current listing. listing-check_7-gaps.pdf34 listings · 3 kinds of gap
⛓ Source · 34 listings, instructions, surveys, certificates
· Two certificates have expired: the property cannot stay online with them. The orders are prepared.
· The third is valid and expires on 04/09. It does not need redoing to be online today. But two viewings are booked for 09 and 12/09, and an applicant asking for the certificate that day will leave with an expired document.
So what governs the calendar is not the expiry date: it is the first viewing that follows it. The assessor needs eight to ten days; ordering on the 4th would already be late.
What I have prepared: all three orders, each attached to its instruction, with the assessor's quotation — €1,140 for the three — and a slot held on 05/09, which leaves four days' margin before the viewing on the 9th.
What is left to the agency: placing the order. It commits spending and attaches to an instruction — it is a signature, not a data entry, and it goes out within the minute of your agreement.
A proposal, if you approve it: every certificate is matched against that property's viewings calendar and flagged fifteen days before the first viewing that would fall after its validity — not fifteen days before it expires. Across your 34 properties, that setting would have flagged five certificates instead of two. certificates_3-orders-prepared.pdf3 properties · viewings calendar
✎ Support · 3 orders prepared — the trigger is the viewing, not the date
The three set aside, and why:
· One tenant paid an instalment on 29/07 and wrote that he is clearing it in three payments. The writing is on file; chasing him like the others would ignore an arrangement the agency has never repudiated.
· One file has a housing-benefit claim under assessment, reported by the tenant on 12/07. Any payment, if it comes, will be backdated.
· One unit is occupied by a tenant who died on 04/07. The chaser would go out to a name, and arrive at a family.
On proceedings: a formal notice, a payment order, a court summons are not degrees of the same chaser. They are acts, with time limits and consequences, and they are not triggered from a console. rent-arrears_14-units.pdf€23,400 · 3 units set aside, reason given
⛓ Source · rent ledger, tenants' written statements, file records
What I reconstructed: his arrangement of 29/07 set three payments, on 29/07, 29/08 and 29/09. The first was made, to the euro and on the day. No instalment under that arrangement has yet been missed.
What is true, on the other hand: his earlier arrears cover two months, and the arrangement covers only half of them. The gap between what he promised and what he owes is €890, and nobody has told him.
The letter is ready: it records the first payment, states the uncovered balance, and offers to fold it into the plan. That is not a chaser, it is a clarification — and it is worth more, because a plan half kept ends badly for everyone.
A proposal for what follows: any written payment arrangement can be tracked instalment by instalment — expected, received, gap. The tenant leaves the chasing sequence while the arrangement holds, and returns to it automatically at the first missed instalment, with a message that mentions the arrangement instead of ignoring it. No proceedings are ever triggered by this tracking. payment-arrangement-tracking.pdf3 instalments · €890 uncovered
✎ Action · clarification letter ready — no proceedings commenced
Your case is not here? That is exactly what a 15-minute conversation is for. Book the free audit →
The uses of AI in an estate agency
Each use corresponds to an agent we deploy. All of them work in support, subject to your approval.
Qualification & booking viewings
Immediate call-back to prospects, qualification (budget, financing, plans) and automatic scheduling of viewings.
Buyer & tenant enquiries
Answer the recurring questions: price, service charges, energy rating, availability, documents needed for a tenancy application.
Instructions, surveys & listings
Find information in the instructions, the surveys and the files instantly — and help write the listings.
Need to go further?
These agents handle a different business process, with their own owner and their own price. They are added to this one.
Phone reception
A voice switchboard that answers, directs and qualifies calls even when the negotiators are out on viewings.
Voice agent (AI switchboard) from 856 € excl. VAT / month Voice switchboard →Prospecting for sellers
Identify and contact owners likely to sell, in multi-channel sequences, to build the portfolio of instructions.
Outbound prospecting agent (automated email, assisted LinkedIn) from 637 € excl. VAT / month Sales prospecting →Sales email qualification agent
Sorting, prioritisation.
Sales email qualification agent from 504 € excl. VAT / month Discover the agent →Tenant relations agent (property)
Requests, call-outs.
Tenant relations agent (property) from 566 € excl. VAT / month Discover the agent →CRM agent (lead enrichment & scoring)
Data, scoring.
CRM agent (lead enrichment & scoring) from 542 € excl. VAT / month Discover the agent →Qualification + scoring + multichannel follow-up agent
Scoring, email/SMS, CRM.
Qualification + scoring + multichannel follow-up agent from 597 € excl. VAT / month Discover the agent →Autonomous sales agent (prospecting → closing)
Multichannel, CRM, scoring.
Autonomous sales agent (prospecting → closing) from 612 € excl. VAT / month Discover the agent →Scheduling assistant
Setting up a recurring appointment rarely takes one exchange: availability to cross-check, travel constraints, periods to avoid.
Recurring appointment scheduling assistant from 474 € excl. VAT / month Discover the agent →AI sales & CRM agent
Every salesperson knows it: the CRM is never really up to date.
Sales agent (meeting notes, follow-ups, CRM) from 592 € excl. VAT / month Discover the agent →AI agent for debt collection
Late payments weigh directly on cash flow, and chasing is a task nobody enjoys — so it often gets put off, forgotten, or done clumsily.
Debt collection agent (multichannel sequences) from 587 € excl. VAT / month Discover the agent →In 15 minutes we identify the most relevant agent — without oversizing the project.
How much time can an agency recover?
By automating the call-back, the qualification and the booking of appointments, an agency can aim for a reduction by half in administrative time on incoming contacts — and above all, never leave a single lead unanswered.
The stages of your AI agent project
Audit & scoping
15 minutes to target the use case with the best return.
Quote or direct sign-up
A catalogue offer is bought online; a specific need gets a costed quote.
Design
We design the agent and its guardrails.
Integration & testing
We connect your tools to the agent, which is itself hosted in France.
Rollout
Going live and training your team.
Operation
Continuous supervision and improvement.
Three options, one agent
A qualification and appointment-booking agent, installed and operated for you. Choose according to how you work.
Four guarantees that matter to an agency
Your questions, our answers
Can AI really qualify my prospects?
Is my customers' data protected?
Does the agent work outside opening hours?
Which tools can our customers use to talk to the agent?
Do we have to change our sales software or CRM?
Can the agent also serve lettings management?
Do you have to be a large network to equip yourself?
How long does it take to deploy an agent?
Other professions in client relations and advice
Let's size up the potential at your agency
15 minutes to identify the use case with the best return — hosted in France, supervised, with no commitment.