Advanced Analytics Market Powered by Cloud-Native Platforms

 According to MarketsandMarkets™, the advanced analytics market is projected to grow from USD 97.17 billion in 2026 to USD 193.23 billion by 2031, at a CAGR of 14.7% during the forecast period.

One of the key drivers is the growing need for sustainability and ESG reporting, as organizations must track emissions, resource usage, and compliance metrics using reliable, data-backed analytics. Another important driver is rising customer expectations for personalized and consistent experiences, which is pushing companies to use advanced analytics to understand behavior, predict needs, and tailor offerings across digital channels. Together, these drivers are encouraging organizations to invest in advanced analytics platforms that support long-term value creation, transparency, and customer-centric growth.

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By delivery mode, cloud-native & lakehouse-based delivery segment to lead market in 2026

By delivery mode, the cloud-native and lakehouse-based delivery segment is estimated to lead the advanced analytics market in 2026 due to its ability to unify data storage, processing, and analytics on a single scalable platform. Enterprises prefer this model for handling large and diverse datasets while reducing data movement and infrastructure complexity. Strong adoption of cloud services, support for real-time and AI-driven analytics, and lower total cost of ownership are key supporting factors. This delivery mode also enables faster deployment, elastic scaling, and seamless integration with machine learning and AI workloads, making it the preferred choice for enterprise analytics.

By application, product, digital, and IT operations analytics segment to register second-highest CAGR during forecast period

By application, the product, digital, and IT operations analytics segment is expected to record the second-highest growth rate during the forecast period as organizations focus on improving digital performance and system reliability. Growing dependence on digital platforms, cloud applications, and IT infrastructure is driving demand for analytics that monitor usage, performance, and user experience. Enterprises are also using these analytics to reduce downtime, optimize costs, and improve service quality. Increased adoption of DevOps, observability tools, and automated IT operations further supports strong growth in this application segment.

By region, North America to lead market during forecast period

North America is estimated to dominate the advanced analytics market in 2026 due to its early adoption of data-driven technologies and strong enterprise IT spending. The region benefits from the presence of major analytics vendors, cloud service providers, and a mature data ecosystem. Enterprises across the BFSI, healthcare, retail, and technology sectors have deeply embedded advanced analytics into operations. Strong regulatory requirements, availability of skilled talent, and continued investment in AI and cloud infrastructure further support North America’s leading market position.

Top Companies in Advanced Analytics Market:

The major players in the advanced analytics market include IBM (US), Microsoft (US), Google (US), Palantir (US), Oracle (US), SAS Institute (US), SAP (Germany), Adobe (US), Zoho (India), Sisense (US), Workday (US), Infor (US), Epic Systems (US), Savant Labs (US), AWS (US), Mu Sigma (US), and other vendors.

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