Systems | Development | Analytics | API | Testing

GPU underutilization costs enterprises millions annually, with expensive accelerators frequently running single workloads at a fraction of their capacity. According to ClearML’s 2025-2026 State of AI Infrastructure at Scale report, almost half (49.2%) of IT leaders at F1000 companies identified maximizing GPU efficiency across existing hardware, including shared compute and fractional GPUs, as their top priority for expanding AI infrastructure over the next 12-18 months.

Start a conversation on your laptop, finish it on your phone. The context just follows you. That’s what cross-device AI sync delivers. No reloading history, no reintroducing yourself, just one continuous thread across every screen. It builds trust, reduces friction, and makes the assistant feel like a single, persistent presence. This post unpacks why users expect it, what makes it technically tricky, and what your system needs to get it right.

Today, we are unveiling a new ThoughtSpot. Not because we needed a new logo. Because our brand needed to catch up to the company we already are. If you know ThoughtSpot, you know us as more than dashboards or static analytics. You know us as the place where every question has an actionable answer. We are an AI company. We lead in Agentic Analytics. And it is time for our brand to make that unmistakably clear. And yes, I am excited. We are all excited.

APIs (Application Programming Interfaces) power nearly every modern digital experience, from mobile apps and online payments to AI-driven services and real-time data processing. As software systems increasingly rely on microservices and distributed architectures, the number of API interactions continues to grow, making reliability and performance more critical than ever.

ORIL has become a member of the Real Estate Technology & Transformation Center (RETTC) and the National Multifamily Housing Council (NMHC). This membership reflects our commitment to leveraging technology to improve housing solutions, property management, and community development.

Digital payments have moved from convenience to critical infrastructure on a global scale. Quality Assurance is the invisible backbone that protects customer trust, regulatory compliance and a bank’s reputation in this high-stakes environment.

Picture this: You’ve spent hours perfecting your React component. The animations are smooth, the responsive design works flawlessly, and you’re ready to test the user flow. You click “Submit” and… nothing happens. Or worse, you get a cryptic CORS error. The problem? Your backend isn’t running. Again.

Key Takeaways: Gherkin acceptance criteria transform user stories into executable specifications that bridge technical and business teams. Writing gherkin acceptance criteria has become essential for modern software development teams seeking to bridge the communication gap between business stakeholders and technical teams. The 2024 World Quality Report shows that over 60% of agile teams have adopted BDD practices to enhance collaboration and ensure software behaviors align with user needs.