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7 Million Cases, 3000 Users — An AI-Driven Phenomenon in Credit Risk Assessment

7 Million Cases, 3000 Users — An AI-Driven Phenomenon in Credit Risk Assessment

Fintech
AI
Credit Risk Automation
Financial Compliance
Predictive Analytics
AI Adoption & Strategy
Integrations
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Business Problem

A financial services company, managing over half of the national credit risk assessment market, struggled with inefficiencies and revenue leakage due to outdated legacy systems. To remain competitive, they required a modern, AI-powered platform to streamline credit risk workflows, reduce operational bottlenecks, and improve financial performance.


Technology Solution

IncubXperts developed a robust, AI-driven web and mobile platform using a Disconnected Architecture to modernize the credit risk assessment process. The solution automates workflows, enhances user engagement, and improves operational efficiency with key features:

  • Cross-Platform Development: Used MAUI to build a mobile app with reusable code for iOS and Android, reducing development efforts.
  • AI-Powered Survey Automation: Automated the conversion of field survey findings into structured audit reports using Generative AI, reducing back-office processing time and enhancing accuracy.
  • Predictive Analytics for Loan Approval: Leveraged AI to calculate loan approval probabilities based on survey and user data, enabling faster and data-driven decisions.
  • Offline Sync and Geo Tracking: Provided uninterrupted app usage and integrated geocoordinate mapping for data authentication and workforce tracking.
  • Dynamic and Intuitive UI: Implemented dynamic form rendering for a flexible, user-friendly interface tailored to business needs.
  • AI-Driven Business Rule Engine: Automated contract verification, ensured adherence to turnaround times, and detected anomalies or potential fraud risks.
  • Real-Time Reporting: Delivered actionable insights with near real-time reporting in multiple formats (PDF, Excel, dashboards) to optimize decision-making and operations.


Technology Stack

  • Core Technologies: ASP.NET MVC, MS SQL Server, Web API, MAUI, Azure Functions, Google Maps
  • AI and Data Services: Azure Cognitive Services, OpenAI GPT Models, Azure Machine Learning
  • Data Management: Azure SQL, Azure Blob Storage, Azure Cosmos DB

Benefits & Impacts

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60% Faster Back-Office Processing

Generative AI reduced the time to process survey findings into reports, enhancing efficiency and reducing errors.

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Faster Loan Approvals

Predictive analytics improved decision-making and shortened loan processing times.

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50% Improved TAT

AI-enhanced automation optimized key workflows and elevated customer service.

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Reduced Fraud Risk

Advanced de-duplication and fraud detection mechanisms ensured compliance and operational trust.

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Scalable and Adaptable Platform

The solution evolves with user interactions, supporting a growing user base without compromising performance.

TRUSTIMONIALS

Success Delivered, Trust Earned

quote

Some of our initial job specifications couldn't be achieved in the manner we assumed would work. IncubXperts identified these issues and provided alternative options. The job was completed successfully! I appreciate the lengths they went to ensure the desired outcome was achieved.


Adam C

CEO

A location tracking system for a fleet management solution

quote

The team an excellent job on my license management platform. They delivered on time. I am really happy with the solution.


Amin F

President

A license management solution for a genetic data platform

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The team at IncubXperts have exceeded all expectations. They are extremely professional, capable, responsive and timely. We had no complaints and would highly recommend them!


Damar C

Chief Operating Officer

An automotive retail F&I Reporting and Analytics Platform

quote

The IncubXperts team did a great job in helping architect our CRM solution.


Edgar G

Head of Information Technology

A fast-growing airline providing passenger and cargo charter operations

quote

The team exceeded my expectations - they are extremely professional, knowledgeable, communicative. What a great experience all around! I highly recommend them.


G.R. Homa

CEO

A white-labeled online order management suite for restaurants

quote

We have used IncubXperts to complete the development of our proprietary CRM system. Their professionalism, customer service, capability and dedication has been a stark difference. The system they have delivered continues to provide value to our business.


George K

Founder and Managing Director

An award-winning Australian commercial finance broker

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This team is so collaborative and knowledgeable! They possess a deep level of skills, are flexible and delivered well beyond the project requirements. Would highly recommend!


Kristen P

VP of Product and Strategy

A full-service medical communications company

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IncubXperts creatively thought through the project and took development a step further. They designed our app to have a solid structure that can be built up on in the future. They have streamlined our Azure costs while providing an effective solution.


Lisa H

VP of Product Development

A SaaS product with customers like Canada's largest forestry company

quote

They are very easy to work with, honest and professional. I highly recommend you give them any and all of your development projects as these guys know what they are doing. It has been a pleasure.


Michael R

CEO

A US-based Technology company

quote

Your relentless efforts in improving product and your speed of troubleshooting impressed us! Your commitment towards services and speed in troubleshooting is brilliant.


Naren G

Founder

A product used across 30 cities with a volunteer network greater than 700

quote

An amazing job well done! This was a complicated project and was understood and handled perfectly.


Nick R

Software Engineer

A law enforcement software platform

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Great communication and problem solving. I had a great experience working with them. It was a small project, but they took the time to document my request, carefully outline and explain the requirements and tools needed to be successful. I highly recommend them.


Noemi T

Owner

A US based cleaning services company

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The project would not have succeeded without this partnership. I was always confident that any task I gave the IncubXperts team would be done well and done quickly.


Prasantha J

Founder

A US-based Healthcare Company

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Great ownership and attention to detail. It would be a huge oversight if you are not considering this team for work!


Rimond A

CEO

A North American technology services company

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IncubXperts is a world-class technology company that partners with us to deliver our industry-leading fintech products to market and we are so proud of the development work that the team in India is producing. There have been insightful exchanges as we continue to drive our partnership forward.


Satish T

Head of IT and Product

A major North American check and payments processing firm

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IncubXperts possess a maturity and focus that far exceeds those of most companies. They have been an indispensable member of our team.


Steve K

CEO

A SaaS product used by 160K users across 100+ countries

quote

This team is by far the most professional I have worked with to date. They are worth the cost for a smooth and on-time project. I have no negatives working with this team. I will use them for all my projects moving forward.


Tim D

Owner

A crowdfunding sports entertainment platform

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The IncubXperts team have been fantastic partners and are an incredible development organization. We are incredibly happy with their relationship, work product, and professionalism. If you are looking for a true partner to help with your development needs, look no further.


Paul L

CEO

A eco-conscious smart woodstove manufacturing company

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Working with this team has been an exceptional experience. Their ownership and attention to detail ensured seamless communication and project success. Their professionalism, responsiveness, and dedication made the entire process smooth and enjoyable.


Ron A

Founder and Owner

A fintech company dedicated to solutions for the real estate and mortgage industry

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