endorsedOngoing

Machine Learning Product Development for Retail Analytics

Services Covered:

AI and Machine Learning • Custom Software Development

Industry

Information Technology

22 months

Budget

1M - 10M

Start Date

1 March 2018

Team Size

1-5

Engagement Model

Offshore

Project Capability Score (PCS)

78/100

Good

Project Capability Score (PCS) estimates how capable Integrio Systems 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

Confidential

Sunnyvale, United States of America

Project Summary

Integrio Systems led R&D and built custom machine learning algorithms for an information technology provider, adapting the solution for both physical retail and e-commerce channels. The vendor established AWS infrastructure, delivered the ML product on time, and enabled increased business and positive user feedback that supported market expansion.

Key Challenges

Secure a reliable development partner to integrate machine learning and AI technologies into existing products.

Project Deliverables

Machine learning algorithm for tracking consumer behavior in-store and e-commerce
AWS infrastructure and environment
Product research and development artifacts
Project management and communication point of contact

Project Solution

Integrio Systems was responsible for the majority of the client's product research and development, mapping out functional requirements and implementing a plan to deliver machine learning capabilities. The team created a custom ML algorithm to track consumer behavior in-store and online, established AWS infrastructure, and identified where they could and could not add value to advise next steps.

Project Outcome

Delivered the project on time, enabling market launch.
Positive customer feedback with increased business and some customers replacing other services.
Vendor functioned as an extension of the client team with seamless workflow.

Platforms

Cloud

Tech Stack

Amazon Web Services (AWS)

Client Endorsement

Overall Review Rating

Timeliness

Cost Rating

Willing to Refer

Quality of Deliverables

“The solutions enabled by Integrio Systems have been very successful, receiving compliments from current users, drawing an increase in business, and enabling the client to expand into previously untapped markets with cutting edge technologies. Their team worked hard to deliver on time and in budget.”
Anonymous
CEO
Date: 01/24/2020