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Trade Health AI

Team members

Chong Wei Tong (ESD), Ng Hock Lam (ESD), Lim Jun Wei (ISTD), Peh Jing Xiang (ISTD), Ryan Seh Hsien En (ISTD)

Instructors:

Kenny Choo, Ying Xu

Writing Instructors:

Rashmi Kumar

Teaching Assistant:

Perry Lam

Our Industry Partner

DiMuto Logo

 

DiMuto provides financial services such as trade loans to Agri-Food businesses that are traditionally underserved by financial institutions. They seek to use the data collected from past trades to enhance their loan risk assessment workflow.

 

 

DiMuto - Powering The World with Visible Trade

Key Problems

    01 Inefficient data collection                                              02 Lack of trade default data

     Financiers go through a cumbersome process to look                     As a startup, DiMuto does not possess large 

     through multiple documents to collect information.                        amounts of data needed to train traditional AI.

    03 Lack of niche expertise in trade financing               04 Hard to evaluate financing decisions

     This area of Agri-Food business requires experienced                      If DiMuto's clients default on their trade loans,

     talents which are in short supply.                                                            they need to take costly legal action.        

 

Our Solution  Pulse: Trade Health AI 

Trade Health AI Promo Video

 

Pulse allows our stakeholders to view and compare the financial information of their clients with an interactive dashboard. With the evaluation provided by our prediction model, users are better informed with the information on hand.

 

 

Key Features

01 Streamlining Data Collection

To combat the inefficient data collection and to eliminate the tedious workflow processes, we developed forms for the clients to fill up. This allowed our stakeholders to focus more on the meaningful part of their jobs.

 

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dashboard trade contract

System Architecture

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Results

Numbers
Usability Graph
form collection 2

02 Intelligent Recommendations

Our predictive model provides an initial evaluation of the probability of default to guide stakeholder’s decisions and give a second opinion for ambigious cases. These allowed our stakeholders to make confident and data-driven decisions.

 

03 Information at a Glance

Our interactive dashboards helped our stakeholders assess trade risks effectively and efficiently. By highlighting important features, they were able to understand the information displayed quicker and complete tasks faster. 

 

 

 

 

Predictive Modelling Process

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Feedback from Users

"This product is revolutionizing the way we do financing in the AgriFood industry, unlocking new doors for thousands of SMEs!"

- Gracia, Financing Product Manager

"With an intuitive workflow and simple user interface, I am sure that this solution will save DiMuto time and effort!"

- Marcus, Financier

"A simple solution that works."

- Amy, Student

FEEDBACK

TEAM MEMBERS

student Chong Wei Tong Engineering Systems and Design
student Ng Hock Lam Engineering Systems and Design
student Lim Jun Wei Information Systems Technology and Design
student Peh Jing Xiang Information Systems Technology and Design
student Ryan Seh Hsien En Information Systems Technology and Design

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