endorsedCompleted

AI Engine Integration for Invoice Duplicate Detection

Services Covered:

Custom Software Development • AI and Machine Learning • API Development

Industry

Software Development

Duration

36 months

Budget

Confidential

Start Date

1 January 2020

Team Size

6-10 Employees

Engagement Model

Nearshore

Project Capability Score (PCS)

77/100

Good

Project Capability Score (PCS) estimates how capable Qualysoft is of successfully delivering a project like this, based on its past experience, track record, and ability to handle similar work. Learn more about PCS

Client

Hyperfy

Bucharest, Romania

Project Summary

Qualysoft expanded the client's internal development capacity and integrated an AI engine into a commercial product, using Python, TensorFlow, PyTorch, and C++. Their work streamlined the client's processes and reduced labor costs by about 60%, enabling broader deployment of the solution and receiving praise for professionalism and technical expertise.

Key Challenges

Expand the internal development team and add specialized AI expertise
Improve and develop an AI-based software product for invoice processing
Deliver a user-friendly product with a strong user experience

Project Deliverables

Integration of the artificial-intelligence engine into the final product
API integrations connecting different systems
Improved user interface and user experience
Deep-learning models and an ensemble of three neural networks for invoice duplicate detection

Project Solution

Qualysoft provided a dedicated team (6-10 employees) to integrate the AI engine into the client's product, connecting systems via APIs and improving the user interface. They implemented deep-learning solutions using Python, TensorFlow, PyTorch, and C++ and built a three-network ensemble to decide invoice duplicates. Their work enabled the product to be production-ready and supported deployment to enterprise customers.

Project Outcome

Reduced labor costs by 60% for the client's invoice payment process
Product deployed across a multinational banking and finance company's branches, improving efficiency and user satisfaction
Improved duplicate-invoice detection using an ensemble of three neural networks

Platforms

AI/ML Platform

Tech Stack

Python
TensorFlow
C++
RESTful API

Client Endorsement

Overall Review Rating

Timeliness

Cost Rating

Willing to Refer

Quality of Deliverables

“Qualysoft’s solution streamlined the client's processes and reduced labor costs by 60%, much to their delight. The team leveraged their extensive knowledge and technical expertise to deliver optimal solutions, and internal stakeholders praised the service provider's professionalism and integrity.”
Cosmin Marinescu
Managing Partner & BDM
Date: 04/02/2024