How a Real Estate Agency Saved 40% of Admin Time with AI

A real estate case study: how a 12-person agency deployed three Junyr Agents on the sovereign Junyr Suite in 28 days and freed 40% of its sales team's admin time — without hiring or changing its CRM.

How a Real Estate Agency Saved 40% of Admin Time with AI

In short — a 12-person real estate agency deployed three Junyr Agents on the Junyr Suite — the sovereign AI operating system for your business — in 28 days and freed 40% of its sales team's administrative time, without hiring and without changing its CRM.

A 12-person real estate agency deployed 3 Junyr Agents in 28 days and freed 40% of their sales teams' administrative time — without hiring and without changing their software. Here is the full project breakdown, from problem to measured results.

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The context: a profitable agency strangled by administrative work

The agency, specializing in residential transactions and rental management in a city of 150,000 inhabitants, generated €4.2M in revenue with a team of 12 people. Profitable, but with a structural problem: each agent was spending an average of 2 hours per day on tasks that generated no direct value.

The breakdown of lost time

Across 12 agents, that's 24 hours of sales time lost every day — the equivalent of 3 full-time positions dedicated to repetitive tasks.

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The AI diagnostic: identifying automatable processes

During the initial audit (10 days), we mapped all of the agency's processes. Three processes were identified as priorities using the impact/effort matrix:

1. Incoming lead qualification (web forms, incoming calls, property portals) — impact score: 9/10, effort: 4/10
2. DVF and cadastre analysis for valuations — impact score: 8/10, effort: 5/10
3. Visit report writing — impact score: 6/10, effort: 3/10

All necessary data was available (DVF history, report templates, client records) and regulatory constraints (GDPR, buyer/seller personal data) were handled through the Junyr Suite's three confidentiality tiers (Simple / Sécurisée / Totale): a Sécurisée tier sanitizes personal data before any AI processing, all on European sovereign infrastructure.

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The solution deployed: 3 operational Junyr Agents in 28 days

Agent 1 — Lead qualification (Day 0 → Day 14)

The Junyr Agent analyzes each new incoming lead against 12 criteria (declared budget, geographic area, purchase timeline, property type sought, website behavior) and assigns a score from 1 to 10. It automatically generates:

• A structured qualification summary
• A personalized follow-up adapted to the prospect's profile
• An alert to the responsible agent if the score exceeds 7

Result at Day 14: 100% of leads qualified in under 3 minutes vs 45 minutes manually.

Agent 2 — DVF analysis for valuations (Day 10 → Day 25)

The Junyr Agent queries DVF data, the cadastre and local market data to generate a valuation report in 3 minutes:

• 10 comparable transactions over 18 months and 500m around the property
• Median price/sqm and market range
• Differentiating factors (floor, aspect, DPE energy rating, renovation works)

Result at Day 25: valuation time drops from 45-55 minutes to under 5 minutes (including human validation).

Agent 3 — Visit reports (Day 20 → Day 28)

The sales agent dictates or fills out a structured form after the visit (5 min). The Junyr Agent then generates the complete report (professional format, automatic send to the prospect with agent signature, CRM archiving).

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Results at Day 90

Total gain: 40% of administrative time freed per agent, equivalent to 2 additional sales positions without hiring.

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Success factors

1. Quality existing data: the agency had 3 years of local DVF history and structured report templates — data ingestion work took 3 days.
2. Involvement of a field champion: a senior agent co-designed the qualification prompts with us — which guaranteed 100% team adoption.
3. Pilot in real conditions: we deployed on real incoming leads from Day 7, not on test data.

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FAQ

Can a Junyr Agent replace a sales agent's judgment on a lead?

No, and that's not the goal. The Junyr Agent provides a score and a structured summary — the decision to call back or not remains human, validated in one click. In practice, agents trust the score for prioritization but keep the final word.

How is client data protected with the Junyr Suite?

Personal data from buyers and sellers (name, phone, email, financial situation) is handled through the Junyr Suite's three confidentiality tiers (Simple / Sécurisée / Totale): a Sécurisée tier sanitizes PII before any AI processing, and a Totale tier keeps it out of AI entirely. Everything runs on European sovereign infrastructure, and you can even bring your own local LLM so data never leaves your hardware.

Did the AI require changing the CRM software?

No. The agency kept its existing tools. The Junyr Suite ships an inbox-first ERP with an 8-module business suite and an entity-graph CRM, and its Migration Wizard imports existing email and contacts (Gmail/Outlook/CSV via OAuth IMAP) so nothing is lost during the switch.

How much does the Junyr Suite cost?

The Junyr Société plan is all-included at a flat monthly rate (first user, full 8-module ERP, generous storage and AI credits), with extra users billed per seat and an Entreprise plan on quote. Annual billing saves 15%, there's no commitment, and guided migration is a flat €1,490 excl. VAT (revenue < €5M; on quote above). See the full pricing page for current rates.

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Is your real estate agency losing time on repetitive tasks? Discover the Junyr Suite, read more on AI for real estate property analysis, or see pricing — no commitment, cancel anytime.