30 Jan, 2026
As we enter a new year, I’ve been reflecting on a question nearly every CEO, CIO, and CTO is grappling with today: Over the past two years, enterprises have invested…
Listen to the blog: AI is EVERYWHERE, and because of that, organizations are racing to implement artificial intelligence solutions to gain the perceived benefits using it provides. However, as a…
The world is increasingly moving towards the cloud, and cloud computing has emerged as a pivotal force driving business transformation across industries. This paradigm shift reshapes how organizations operate, innovate,…
Data is the foundation of every modern organization, shaping decisions, driving innovation, and fueling day-to-day operations. However, the value of data isn’t static—it evolves from the moment it’s created to…
Blog Commentary: Preserving information for future generations has become both more critical and more challenging than ever before. As technology evolves at a breakneck pace, ensuring that our data remains…

Open-Source Structure-to-Affinity: Building Predictive Drug Discovery on OpenFold3

Key Takeaways Structure-to-affinity modeling is the missing bridge between protein structure prediction and real-world drug discovery outcomes. OpenFold3 enables reproducible, transparent protein structure generation without reliance on closed vendor APIs. Open-source affinity pipelines unlock explainability, auditability, and scientific control that black-box AI platforms cannot provide. AI-ready data platforms are required to operationalize these models at […]

4 mins read

Why AI Agents Fail in the Enterprise and How to Build Them So They Don’t

AI agents are entering the enterprise faster than governance frameworks can keep up. What works in a demo or pilot often fails quietly in production, not because the agent is unintelligent, but because the surrounding architecture is incomplete. The uncomfortable truth most organizations discover too late is this: AI agent failures are rarely model failures. […]

5 mins read

The Agentic AI Reality Check: Why Most AI Agents Fail Without Governed Data

Key Takeaways AI agents fail in production when they operate on ungoverned, low-trust enterprise data. Agentic AI requires a governed data foundation plus Human-in-the-Loop (HITL) controls. Redesigning data and governance comes before automating workflows. Solix enables agentic AI by making enterprise data governed, auditable, and AI-ready. AI agents are everywhere right now. Every demo shows […]

4 mins read

AI in Clinical Data Management: How to Move Fast Without Breaking Data Integrity

Key Takeaways AI can compress clinical data management (CDM) timelines, but only if you protect data integrity, traceability, and reviewability. Regulated CDM must treat AI as part of the computerized system landscape, including validation and trustworthy records, not a “black box helper.” FDA Part 11 guidance and FDA electronic systems guidance are practical anchors. Modern […]

8 mins read

AI-Driven Email Authentication Platforms for Healthcare Compliance

Key Takeaways Email authentication combined with AI-based threat analysis helps healthcare organizations prevent phishing, spoofing, and business email compromise, which are major vectors for patient data breaches. DMARC, SPF, and DKIM are foundational technical standards for authenticating email senders and protecting domain reputation. AI-enhanced email security platforms extend traditional authentication with phishing detection, anomaly analysis, […]

4 mins read

Data Lake Architecture: What People Want to Know and What Actually Matters

Key Takeaways Most people researching data lake architecture are trying to answer one question: How do we get analytics and AI value without creating a data swamp? A modern data lake is not only storage and compute. Mature solutions include metadata management, security, and governance. (Microsoft) Cloud architectures increasingly unify data with governance and catalog […]

10 mins read