Team reviewing real estate lead flow presentation in meeting room

AI-Powered Commercial Real Estate Underwriting

How Deligence Technologies helped a commercial real estate investor reduce underwriting time from days or weeks to just 1–2 hours while enabling side-by-side comparisons of multiple investment scenarios.

KEY OUTCOMES

At a Glance

Industry

Real Estate

Location

Québec City, QC, Canada

Service

Commercial Real Estate AI Underwriting

Success Highlights

Underwriting Reduced from Days or Weeks to 1–2 Hours

Side-by-Side Comparison of Multiple Scenarios

Consistent Assumptions Across Deals

Automated Generation of Investor-Ready Outputs

Team discussing AI underwriting workflow in conference room
Team discussing AI underwriting workflow in conference room

ABOUT CRE UNDERWRITING

Project Overview

In commercial real estate, fast and accurate underwriting can make the difference between winning and losing a deal. We worked with a multi-tenant industrial investor whose underwriting process was highly manual, requiring extensive spreadsheet work, document review, financial modeling and repeated assumption changes.

We built an AI-powered underwriting platform that automates the workflow—from extracting data from offering memorandums and rent rolls to generating financial models and investor-ready reports. The platform also enables users to quickly create and compare scenarios based on interest rates, rent growth, vacancy, hold periods, financing structures and LP/GP waterfalls.

As a result, the client reduced underwriting time from days or weeks to just 1–2 hours. The team can now evaluate opportunities faster, compare scenarios instantly and make more confident acquisition decisions.

KEY CHALLENGES

Four Problems Slowing Every Deal

The existing process worked, but it was becoming increasingly difficult to scale efficiently as deal volume grew.

Manual Financial Modeling

Every deal required analysts to rebuild or substantially modify Excel underwriting models. IRR calculations, waterfall structures, debt modeling, sensitivity analyses and financial projections all required significant analyst time.

Slow Scenario Comparison

Changing assumptions such as interest rates, loan terms or rent growth often meant duplicating spreadsheets and manually rebuilding projections. Comparing multiple scenarios side by side was inefficient and time-consuming.

Inconsistent Assumptions Across Analysts

Analysts often used different assumptions for market rents, vacancy rates, financing costs and growth projections, making it difficult to compare deals consistently.

Underwriting Timelines Were Too Slow

Many underwriting processes took days, while more complex deals could take weeks to reach a point where leadership had enough information to make a decision.

Manual Financial Modeling

Every deal required rebuilding or heavily modifying Excel underwriting models manually. IRR calculations, waterfalls, debt structures, sensitivity analysis, and projections all required significant analyst time.

Slow Scenario Comparison

Relevant information was scattered across multiple systems and websites. There was no centralized platform that combined zoning data, mobility data, demographics, business activity, and commercial indicators into a single workflow.

Inconsistent Assumptions Across Analysts

Different analysts often used different assumptions for market rents, vacancy, financing costs, and growth projections, making deal comparisons inconsistent.

Underwriting Timelines Were Too Slow

Many underwriting processes took days, and more complex deals could stretch into weeks before leadership had enough clarity to make a decision.

Inconsistent Assumptions Across Analysts

Different analysts often used different assumptions for market rents, vacancy, financing costs, and growth projections, making deal comparisons inconsistent.

Underwriting Timelines Were Too Slow

Many underwriting processes took days, and more complex deals could stretch into weeks before leadership had enough clarity to make a decision.

a high angle view of a dam

If your acquisition team is spending days rebuilding spreadsheets just to compare financing assumptions, the underwriting process itself has become the bottleneck.

There is a faster and smarter way to evaluate CRE opportunities.

There is a faster and smarter way to evaluate CRE opportunities.

OPPORTUNITY

The Need for Speed in Deal Underwriting

The client operated in a fast-moving commercial real estate market where every acquisition required extensive analysis—from reviewing offering memorandums and rent rolls to modeling debt, forecasting cash flow, and evaluating value-add opportunities.

The team also needed to test financing scenarios and compare returns as market conditions changed.

The client needed a system that could:

1

Automate manual underwriting workflows across every acquisition

2

Accelerate financial modeling by generating deal models in minutes instead of hours.

3

Enable instant scenario analysis for rates, hold periods, rent growth, vacancy, and financing.

4

Eliminate repetitive spreadsheet work and reduce manual model rebuilding.

5

Improve investment decision-making with faster comparison of returns, cash flow, and IRR.

Laptop showing automated underwriting workflow on outdoor table
Laptop showing automated underwriting workflow on outdoor table
Laptop showing automated underwriting workflow on outdoor table

benefits of OUR SOLUTIONS

AI-Powered Automated Underwriting

Data Extraction

Extracts key data automatically from offering memorandums, rent rolls, and financial documents.

Workspace with financial spreadsheets and property documents

Automated Modeling

Generates complete underwriting models automatically.

Multi-tenant residential building exterior

Scenario Generation

Creates multiple deal versions using different assumptions.

Investor analyzing deal scenarios on laptop at home

Scenario Comparison

Allows side-by-side comparison of underwriting scenarios.

Analyst comparing underwriting returns with charts and calculator

Return Analysis

Calculates IRR, cash-on-cash returns, NOI growth, and investor waterfalls automatically.

PROJECT WORKFLOW

Building the System, Step by Step

We designed a purpose-built underwriting automation platform specifically for how commercial real estate investors evaluate acquisitions.

1

Standardized Underwriting Engine

We built a centralized underwriting framework with standardized assumptions for rents, vacancy, escalations, financing, and operating expenses.This ensures every deal is evaluated consistently.

Standardized Framework

Unified Assumptions

Consistent Analysis

2

Automated Financial Modeling

3

Multi-Version Scenario Modeling

4

Intelligent Document Extraction

5

Investor Waterfall & Return Modeling

REAL IMPACT

From Days & Weeks of Underwriting to 1–2 Hours

Transforming underwriting from a time-intensive process into a faster, more consistent, and data-driven acquisition workflow.

Faster Underwriting Cycles

Deals that previously required days or weeks of spreadsheet work can now be underwritten in just 1–2 hours.

Side-by-Side Scenario Comparison

The client can compare multiple underwriting scenarios using different financing and market assumptions without manually rebuilding models.

Better-Informed Investment Decisions

Standardized assumptions and automated calculations improve consistency and help reduce human error across deal evaluations.

Increased Acquisition Capacity

With significantly shorter underwriting cycles, the team can evaluate more opportunities simultaneously without increasing the analyst workload.

TECHNOLOGY STACK

Built With the Right Technology

A robust technology stack designed to deliver a fast, scalable, and reliable platform.

Frontend/Backend:

React.js/Node.js

Database:

PostgreSQL

AI Layer:

Open AI

Automation Workflows:

Make.com

Financial Engine:

Custom CRE Modeling Engine

AI-Powered Automated Underwriting

benefits of OUR SOLUTIONS

Data Extraction

Extracts key data automatically from offering memorandums, rent rolls, and financial documents.

Workspace with financial spreadsheets and property documents

Automated Modeling

Generates complete underwriting models automatically.

Multi-tenant residential building exterior

Scenario Generation

Creates multiple deal versions using different assumptions.

Investor analyzing deal scenarios on laptop at home

Scenario Comparison

Allows side-by-side comparison of underwriting scenarios.

Analyst comparing underwriting returns with charts and calculator

Return Analysis

Calculates IRR, cash-on-cash returns, NOI growth, and investor waterfalls automatically.

AI-Powered Automated Underwriting

benefits of OUR SOLUTIONS

Data Extraction

Extracts key data automatically from offering memorandums, rent rolls, and financial documents.

Workspace with financial spreadsheets and property documents
Workspace with financial spreadsheets and property documents

Automated Modeling

Generates complete underwriting models automatically.

Multi-tenant residential building exterior
Multi-tenant residential building exterior

Scenario Generation

Creates multiple deal versions using different assumptions.

Investor analyzing deal scenarios on laptop at home
Investor analyzing deal scenarios on laptop at home

Scenario Comparison

Allows side-by-side comparison of underwriting scenarios.

Analyst comparing underwriting returns with charts and calculator
Analyst comparing underwriting returns with charts and calculator

Return Analysis

Calculates IRR, cash-on-cash returns, NOI growth, and investor waterfalls automatically.

Reduce manual work, improve follow-up, speed up operations, help your business grow, and turn messy processes into clean systems with AI Automation, Workflow Automation, CRM Automation, API Integration, Chatbots, and Artificial Intelligence.

Phone Number: +1 (289) 772 7883

Headquarter: 1 King Street West Suite 4800, Toronto,Ontario, M5H 1A1, Canada

India Office: 403-404, 4th Floor, Sagar Tower, Janakpuri District Center, New Delhi, 110058

Copyright © 2026 Deligence Technologies. All Rights Reserved.

Reduce manual work, improve follow-up, speed up operations, help your business grow, and turn messy processes into clean systems with AI Automation, Workflow Automation, CRM Automation, API Integration, Chatbots, and Artificial Intelligence.

Phone Number: +1 (289) 772 7883

Headquarter: 1 King Street West Suite 4800, Toronto,Ontario, M5H 1A1, Canada

India Office: 403-404, 4th Floor, Sagar Tower, Janakpuri District Center, New Delhi, 110058

Copyright © 2026 Deligence Technologies. All Rights Reserved.

Copyright © 2026 Deligence Technologies. All Rights Reserved.

Reduce manual work, improve follow-up, speed up operations, help your business grow, and turn messy processes into clean systems with AI Automation, Workflow Automation, CRM Automation, API Integration, Chatbots, and Artificial Intelligence.

Phone Number: +1 (289) 772 7883

Headquarter: 1 King Street West Suite 4800, Toronto,Ontario, M5H 1A1, Canada

India Office: 403-404, 4th Floor, Sagar Tower, Janakpuri District Center, New Delhi, 110058