Written by Mohan Khiladiwal, CTO – Numerica Fusion The global technology landscape is undergoing a seismic shift, transitioning from the era of static, generative text models to dynamic, autonomous Agentic AI systems. This change is not a mere upgrade; it’s a fundamental reimagining of enterprise software architecture and product development . Despite billions of dollars in investment, approximately 95% of enterprise AI initiatives fail  to deliver measurable return on inves

A step-by-step look at how small businesses adopt automation — and how Numerica Fusion helps industries like supply chain, pharmacy,...

Small fixes, big impacts. Discover how automation is quietly revolutionizing everyday operations for small business owners. Introduction...

The smarter way for small businesses to save time, cut costs, and scale efficiently. Introduction Running a small or medium business...

The client, a multinational consumer goods company specializing in health, hygiene, and home products, aimed to enhance the accuracy of their short-term demand forecasting, specifically at the SKU (Stock Keeping Unit) level. Industry Consumer Goods Technology Data Analytics, Machine Learning Services Demand Forecasting, Data Analysis, Predictive Modeling Client Objective The client, a multinational consumer goods company specializin

The client, an Indian Business Process Outsourcing (BPO) company, was actively involved in building the digital backbone of the logistics industry. Industry Logistics and Transportation Technology Google Cloud Vision API, Google Cloud SQL, User Interface (UI) Services Data Digitization, Data Segregation, Data Validation, Data Storage, UI Development Client Objective The client, an Indian Business Process Outsourcing (BPO) company, w

The client, a U.S.-based global waste tire management company specializing in the collection and disposal of scrap tires, sought to optimize their operations by improving route planning. Industry Logistics and Transportation Technology Google Cloud Vision API, Google Cloud SQL, User Interface (UI) Services Data Digitization, Data Segregation, Data Validation, Data Storage, UI Development Client Objective The client, an Indian Busine

Data Storage Optimization for a Leading Indian Commercial Bank The client, a prominent Indian commercial bank with a substantial workforce of over 2.4 lakh employees and annual revenue exceeding US $3.4 billion in 2023, faced the challenge of managing the ever-increasing volume of data. Industry Banking and Finance Technology Data Warehousing, Data Lakes, ETL (Extract,Transform, Load) processes, AWS Redshift, AWS Glue, PySpark, Clou