Introduction to AI-Driven Data Transformation

In 2025, India is experiencing a massive shift toward AI-driven data transformation. According to a recent IDC–Qlik report, generative AI adoption is rising quickly, and India’s AI spending is projected to reach US$ 9.2 billion by 2028, driven by enterprises adopting smarter data tools. This rapid growth is enabling organizations to automate a large part of their analytical workflows, making way for faster and more accurate insights.

Why Data Analysis Is Becoming More Automated

Data analysis traditionally involved manual work across multiple stages. Today, AI is transforming each of these steps, allowing organizations to automate up to 80% of their traditional data analysis tasks, as noted by SOURCE 1. With these capabilities, teams can focus on strategic decision-making.

Top Data and AI Solution Companies in India

Three strong contributors to India’s data automation ecosystem are:

1. Tata Consultancy Services (TCS)

AI Spending in India

According to IDC, AI spending will grow at 2.2x the rate of overall digital technology spending in the next three years, generating an India economic impact of over $115 billion by the end of 2027.

Market Impact and Future Implications

The IDC MarketScape names Qlik as a Leader in Data Integration Software Platforms. This, combined with the projected growth of the generative AI market to US $59.01 billion in 2025, indicates a significant shift in how data analysis is approached.

Practical Takeaways

For businesses looking to leverage AI for data analysis, it’s crucial to invest in solutions that can automate a significant portion of their analytical workflows, thereby enhancing efficiency and accuracy.