According to McKinsey & Company, “A company that spends more than half of its IT project budget on integrations and fixing legacy systems is likely to be caught in a tech-debt spiral in which it is paying interest only. Conversely, a company operating on a modern IT stack with little or no tech debt can […]
Organizations across industries are grappling with an alarming reality: 77.7% of IT budgets are consumed by operations and maintenance of legacy systems, with some agencies spending up to 96% of their IT budget on maintaining outdated applications. Understanding the distinction between application retirement and application decommissioning is crucial for optimizing IT resources, enhancing data security, […]
Data privacy and compliance norms worldwide are becoming increasingly complex. With regulations like the GDPR (EU), CCPA (California, US), and LGPD (Brazil) already in place, regulatory authorities are prioritizing strict action backed by policy to regulate how data is collected, stored, and shared. On July 26, 2025, India’s PIB issued a press briefing discussing how […]
Only 15% of all AI projects succeed in production, while surveys show that the average ROI of AI implementations within the enterprise is a meagre 1.3%[1]. While these stats are as sobering as they get, they beg the question of why so many organizations continue to pour resources–money, work hours, and compute—into data collection and […]
Over the past few decades, organizations have been awash with data. In order to effectively manage and monitor large volumes of data, the Data Governance framework started gaining widespread adoption. The Data Governance framework has since been deemed to be a trusted and essential model that has been in use to transform the raw data, […]
Across industries, companies are making significant investments to turn data into strategic assets, and interest in AI is at its peak in the current market environment. However, many now face significant workflow bottlenecks due to fragmented systems, rising data management costs, and changing compliance requirements. A truly modern data architecture provides a unified, secure, and […]
