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CASE STUDY / Evaluation VGM

AI-Driven Data Entry workflow automation

A web-based platform that automates the creation of NAS appraisal reports through intelligent PDF data extraction, a reusable property library, and automated report generation in just a few minutes. 

VGM enables appraisers to complete their entire NAS appraisal forms in minutes instead of several hours, significantly reducing manual data entry and improving overall efficiency.

Anthropic
Python code
Microsoft Azure

---- CONTEXT

Transforming real estate appraisal

Real estate appraisers spend hours manually entering data from municipal assessments and MLS listings into their NAS (National Appraisal Services) reports. A repetitive process, prone to errors, that hinders productivity.

VGM Agent uses artificial intelligence to automatically extract information from PDF documents and generate complete appraisal reports in minutes instead of hours.

The platform allows building a reusable property library: each property entered can serve as a comparable in multiple future reports. An exponential time savings for professionals who regularly work in the same geographic areas.

CHALLENGES

The challenges of real estate appraisers

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Time-consuming manual entry

Copying data from municipal assessment and MLS listing to the NAS form takes several hours per report.

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Repetitive work

The same comparable properties are manually re-entered in each new appraisal report.

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Risk of errors

Manual transcription of dozens of fields increases the risk of data entry errors.

RETURN ON INVESTMENT

Paid off in months, not years

REAL CASE

Automated document data entry

Client: Évaluation VGM

Time per file

1h15 min

Monthly volume

60 files

Time saved / month

45 hours

RETURN ON INVESTMENT

6 months

After that, it's pure profit.

Do your processes look like this?

Manual entry, copy-paste between systems, repetitive tasks... We can probably save you time too.

Let's calculate your ROI

30-minute call • No commitment

THE HIDDEN COST OF YOUR PROCESSES

Your teams lose thousands of dollars every year on manual data entry.

How much is it costing you?

Let's talk!

30-minute discovery call • No commitment

---- OUR APPROACH

From idea to production-ready solution

1

Discovery

Analysis of your current processes and identification of pain points

2

Scoping

Scope definition, success criteria and technical architecture

3

Proof of Concept

Functional prototype on your real data to validate feasibility

4

Development

Iterations with regular demos and integration with your systems

5

Deployment

Production rollout, team training and post-launch support

---- SOLUTION

An intelligent end-to-end platform

VGM Agent automates the entire real estate appraisal process, from data extraction to final report generation.

ARTIFICIAL INTELLIGENCE

Automatic extraction from source documents

Upload a municipal assessment or MLS listing: the AI analyzes the document and automatically extracts all relevant information. Address, assessed value, building characteristics, area, number of rooms — everything is captured in seconds.

Extraction in 10 seconds to 1 minute per document

DATA MANAGEMENT

Reuse data. Eliminate duplicate entry.

Every property you create is stored in your personal library. Search, filter, and reuse your properties as comparables across all your future reports. No more duplicate data entry.

Enter once. Use forever.

GUIDED WORKFLOW

Automatic extraction from source documents

1. Select the listing to evaluate
2. Choose 3 to 10 comparable properties
3. Upload your blank NAS form

The system does the rest: data mapping and automatic filling.

Complete report generated in 1 to 5 minutes

AI AGENT AUTOMATION

Automatic NAS report generation

The AI Agent analyse and automatically maps your data to NAS form fields, fills the document, and generates a PDF ready to download. Real-time progress tracking.

85 % du temps opérationnel sauvé

---- SECURITY & HOSTING

Your data, your rules

We adapt to your hosting requirements, not the other way around. Public cloud, private cloud, on-premise... you choose where your data lives.

Total flexibility on infrastructure

Deploy in your existing environment or use ours. We master the stack end-to-end, allowing us to adapt to your technical and regulatory constraints.

Deployment compatible with 

AWS

GOOGLE CLOUD

ON-PREMISE

End-to-end encryption

Data encrypted at rest and in transit. Encryption keys isolated per client.

24/7 Support

Hosted on our infrastructure? We monitor and intervene at all times. You sleep, we watch.

Bill 25 Compliant

Data residency in Canada. We also adapt to your internal security policies.

Concrete impact on your productivity

Comparison for processing 100 documents

17 years
13 years
19 years
15 years
15 years
10 years
20 years
6 years
11 years

Let's talk! 

From seamless integrations to applied AI, we deliver solutions that drive your ambitions forward.

Thank you for your interest

We have received your request and will contact you shortly!

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