Unified System of Records & System of Insights: One Platform for Secure, Governed AI
Today’s AI models are highly skilled, yet they often hallucinate. Probabilistic AI models often tend to invent plausible details when the underlying fact and context are missing. The solution to this problem isn’t usually a bigger model. The real fix is having a governed enterprise memory that serves as a foundation for generating enterprise insights […]
Data Products 101: What They Are, Why They Matter, How To Begin?
Most organizations rarely lack data, yet we often hear data leaders say, “We manage petabytes of data, yet arriving at an accurate insight is time-consuming.” Most data teams aren’t lacking in data; they lack reliable, reusable outputs. The signs are everywhere: high costs, slower processes, inaccurate insights, duplicated efforts, and a cluttered dashboard. Without curated, […]
Enterprise RAG – How to Ground Enterprise AI in Governed Data
Large Language Models, as impressive as they are, can still make mistakes. The impact of these mistakes often depends on the nature of the input prompt, the criticality of the scenario, and the action that the LLM output drives. In a consumer-grade use case, slips may be tolerable, but in an enterprise setting, the error […]
How Global Businesses Can Prepare for India’s Digital Personal Data Protection Act
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 […]
Better AI with Less Data: How Domain-Specific Data Can Outperform Large Datasets
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 […]
The Solix SMART Framework for a Future-ready Data Architecture
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 […]