spiralmantra

As 2025 approaches, the demand for mobile app development services is more vibrant and essential than ever. Technological advancements continue to open new possibilities for businesses, but they also present challenges that require specialized skills. Many companies find these capabilities in outsourced teams. The remote mobile app development industry has evolved in recent years, not only improving technical aspects but also expanding to offer full development services. Leading companies like Spiral Mantra now specialize in providing outsourced mobile app development, data engineering, and AI/ML solutions. Understanding the Outsourcing Landscape in 2025 According to industry reports, the number of companies outsourcing mobile app development is skyrocketing. Statista reports that in 2021, the mobile app market was valued at $88.9 billion, with projections reaching $397.6 billion by 2025, growing at a compound annual growth rate (CAGR) of 25.8%. Currently, 65% of companies outsource pa...

In today’s product-driven businesses, data plays a crucial role in driving decisions and innovation. To effectively utilize the massive amounts of raw data you generate, a scalable data pipeline is essential. This ensures you can collect, process, and analyze data in a way that leads to insightful, actionable outcomes. At first glance, building a data pipeline might seem simple, but it’s a complex process that includes multiple stages from data collection to its final usage. In this guide, we’ll walk you through the essential steps of building a scalable data pipeline , highlighting the key components and challenges you might face along the way. We’ll also explain how Spiral Mantra’s data engineering and analysis services can help make this process smooth and efficient. 1. Why You Need a Scalable Data Pipeline At the heart of any scalable business operation is the ability to process large volumes of data efficiently. In a typical ETL (Extract, Transform, Load) process, raw data is coll...