This Case Shows Specific Expertise. Find the Companies with the Skills Your Project Demands!

You're viewing one of tens of thousands of real cases compiled on Many.dev. Each case demonstrates specific, tangible expertise.

But how do you find the company that possesses the exact skills and experience needed for your project? Forget generic filters!

Our unique AI system allows you to describe your project in your own words and instantly get a list of companies that have already successfully applied that precise expertise in similar projects.

Create a free account to unlock powerful AI-powered search and connect with companies whose expertise directly matches your project's requirements.

Modernization of Machine Learning-Driven Software Architecture for Real-Time Chemical Analysis Platform

vstorm.co

Information technology

Manufacturing

Environmental Services

Challenge Statement

Existing software architecture requires transformation to support growing demands for machine learning integration, advanced analytics, and customer-facing features while maintaining real-time chemical analysis capabilities in industrial environments.

About the Client

A deeptech startup specializing in real-time chemical analysis using Raman spectroscopy for industrial process monitoring

Key Project Goals

Design scalable architecture for ML model integration
Implement quality assurance support systems
Develop customer-facing usage metrics and analytics
Ensure compatibility with industrial process environments
Future-proof software for evolving customer requirements

Core System Capabilities

Raman spectroscopy data processing pipeline
ML model deployment framework
Quality assurance dashboards
Customer usage analytics portal
Industrial process integration APIs

Technology Stack

Machine Learning frameworks (TensorFlow/PyTorch)

Agentic AI architectures

Real-time data processing systems

Cloud-native deployment platforms

Industrial IoT communication protocols

System Integrations

Industrial process control systems
Cloud analytics platforms
Quality management systems
Customer relationship management (CRM) tools

Operational Requirements

Real-time processing latency <50ms
99.99% system availability
ISO 27001 security compliance
Horizontal scalability for 10x growth
Fault-tolerant architecture

Expected Business Impact

Enables 300% faster customer requirement implementation, reduces chemical analysis costs by 60% through real-time monitoring, and supports 10x scalability for global industrial client expansion while maintaining regulatory compliance in manufacturing environments.