AI-Powered Retail Analytics Platform with Computer Vision
CPG distributors and brands struggle with manual shelf auditing — field reps spend hours photographing shelves and manually entering data into spreadsheets. This process is slow, error-prone, and provides insights too late to act on.
Industry
Retail / CPG Analytics
Client
AiMerch.io
Duration
Jan 2023 – Jan 2024
Project Information
We built an AI-powered computer vision platform that automates retail shelf analysis. Field reps simply take photos with their phones — AI handles the rest. The system identifies products, checks planogram compliance, detects out-of-stocks, and tracks competitor presence with 98% accuracy. Real-time dashboards give distributors and brands instant visibility into their retail execution.
Technologies Used
Python
TensorFlow
React
React Native
Node.js
PostgreSQL
AWS
Docker
Team Composition
AI/ML Engineer
Computer Vision Engineer
Full Stack Developer
Mobile Developer
Product Manager
QA Engineer
Development Phases
Challenges and Solutions
Diverse Retail Environments
Training models to work across different lighting conditions, shelf layouts, and store formats required extensive data collection and augmentation.
Project Metrics
98%
Recognition Accuracy
60%
Time Saved per Audit
5x
Faster Insights
25%
Revenue Increase
OUR CLIENTS SUCCESS STORIES
Reviews
6
Rating
5/5
At SagTech, we focus on making our clients' experiences as bright and rewarding as possible. Here's what some of our satisfied customers have to say about working with us:
“SagTech delivered our MVP in just 10 weeks. The quality exceeded our expectations and helped us secure our Series A funding.”
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John Smith
CEO & Founder, TechStartup Inc.
CEO of Wisy
Yaroslav Gordov
Working with SagTech has been exceptional. They delivered our mobile app and admin dashboard ahead of schedule and exceeded all performance expectations. Their deep understanding of investment platforms and user experience resulted in significantly improved processing speeds.
Head of Product in Wisy
Eugene Prokhorov
Professionals with excellent knowledge of fintech and automated investments. The project was completed with high quality: a user-friendly mobile and web application, and a well-thought-out admin panel. The team quickly addressed all challenges, including payment integration. If you need a reliable IT partner with a deep understanding of technology, I highly recommend them!
CEO of Kwikwins
Sergei Chervyakov
Outstanding team that transformed our backend infrastructure completely. The optimization work resulted in dramatically faster response times and near-perfect uptime in production. Every milestone was delivered ahead of schedule with exceptional attention to detail.
CEO of Yotewo
Alexander Kazhemyakin
Rare to find contractors who genuinely understand modern web development. Their work doubled our search engine visibility and significantly improved site performance. The scalable architecture they built handles our growing user base perfectly, supporting thousands of daily active users.
CEO of BullArena
Andrej Ruckij
A professional team with a deep understanding of blockchain technologies and the Play-to-Earn mechanics. The project was executed at a high level, from MVP development to the integration of cryptocurrency operations. The optimization of the gameplay ensured stable real-time performance.
Advantages of Choosing Sagtech
Photo to Insights in Seconds
Field reps take photos, AI does the rest. No manual data entry, no spreadsheets, no delays.
Actionable Intelligence
Not just data — specific recommendations for restocking, planogram fixes, and competitive responses.
Enterprise Integrations
Two-way sync with SAP, Oracle, and major distribution ERPs. Data flows into existing workflows.
frequently asked questions
Latest Insights in Retail / CPG Analytics development
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