endorsedCompleted

AI Development for Home Goods Retailer

Services Covered:

AI and Machine Learning • Big Data Analytics and Business Intelligence • Website Development

Industry

E-commerce & Retail

Duration

20 months

Budget

50K - 199K

Start Date

1 June 2023

Team Size

1-5 Employees

Engagement Model

Onshore

Project Capability Score (PCS)

74/100

Good

Project Capability Score (PCS) estimates how capable Devox Software 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

Bostonia, United States of America

Project Summary

Devox Software built an AI-powered sales forecasting tool and modernized a home goods retailer's platform, delivering comprehensive dashboards and real-time analytics. The vendor performed system audits, code refactoring, dataset refinement, and implemented Python-based neural network models to improve forecast accuracy. The modernization improved forecasting accuracy by up to 45% and supported stronger data-driven planning, helping the client become a leader in its niche.

Key Challenges

Build AI-powered sales forecasting
Revamp the existing platform and modernize legacy systems
Address seasonal demand shifts to improve data-driven decisions
Optimize system performance and minimize intervention and downtime

Project Deliverables

Full system audit to identify dependencies and constraints
Refined databases and datasets to improve data quality
System optimization and legacy modernization
AI-powered yearly sales forecasting features
Dashboards and real-time analytics by department, product category, and supplier

Project Solution

Devox Software conducted a full system audit and refactored legacy code to prepare the platform for AI integration. They refined databases and datasets, optimized system performance, and introduced advanced Python-based neural network models for yearly sales forecasting. The team also built comprehensive dashboards and real-time analytics to surface insights by department, product category, and supplier.

Project Outcome

A modernized, high-performing platform with low latency and no downtime
Enhanced forecasting accuracy: up to 45% more accurate
Deeper insights into demand trends due to refined data structures
Stronger data-driven planning and improved sales performance
Client became the number 1 retailer in their niche within two years

Platforms

AI/ML Platform

Tech Stack

Python

Client Endorsement

Overall Review Rating

Timeliness

Cost Rating

Willing to Refer

Quality of Deliverables

“Devox Software modernized the client's platform, making it 45% more accurate in forecasting and enabling the client to become the number one retailer in their niche. The team tailored everything to the client's needs and provided a structured, strategic, and efficient approach.”
Michael Kumin
Lead Independent Director
Date: 06/25/2025