Most AI initiatives stall not because models underperform, but because organizations fail to decide how AI behavior will be evaluated, governed, corrected, and explained. This article outlines the four foundational decisions every team must make before AI starts making decisions on their behalf, and why skipping them quietly breaks AI strategies long before anything ships.
Starting AI projects by picking tools feels like progress, but it often hard-codes architectural decisions before teams understand their risks. This article explains why tools should come last, and how treating them as replaceable implementations leads to more resilient, future-proof AI systems.
We are proud to announce that the AWS Partner Network (APN) has certified us as a Designated Service Provider for AWS Database Migration Services. These AWS credentials...
By now, the consensus view of Big Data is that bigger doesn’t translate into better. It’s a more subtle irony that in the face of bigger and faster data, data science is still vexingly difficult...
Modern software development runs at a faster pace than ever before. As cloud computing divides winners and losers in the data-driven marketplace, converging applications and their data with the infrastructure they run on makes more…
We’re excited to announce that CloudGeometry has been recognized by the AWS Partner Network (APN) as a Certified Advanced Consulting partner! Achieving Advanced status required that we meet strict requirements that demonstrate our proven AWS expertise, technical proficiency, and effectiveness…
We’re excited to add new new expert consultancy offerings focused on helping data-driven companies unleash the velocity and power of modern data-centric systems at scale. Our goal for this practice is to make life easier…
Agile methodologies are now recognized as a structured way to work through ambiguous and complex software problems with evolving solution requirements. Practices such as sprints, backlogs, timeboxing, scrum, can be applied in a variety of…
The recent news from Wall Street about the merger of two of the original “big data” companies, Cloudera and Hortonworks (now called “Cloudera”) made a lot of noise across the Big Tech Finance marketplace, certainly here in Silicon Valley. But…
The good news about modern virtualization technologies like KVM (Kernel-based Virtual Machine) and containers (e.g., LXC) is that you get almost limitless options for spinup and teardown of clusters, machines, networks and so on. That’s also the bad…
Note: This is part two of a two-part series on Amazon EKS. ICYMI, here's a comprehensive intro overview get you up top speed on EKS: “Ten things to know about Kubernetes on AWS”.) By this…
Note: This is part one of a two-part series on Amazon EKS; to see a more in-depth review and recommendations, see Part II: “Figuring out if Kubernetes on AWS (EKS) is right for you”
This is true: big data is cheaper and faster, but harder; data scientists have the skills, and are in great demand. True, but only partially. Yes, data scientists make a huge difference, but if only they have the…
A new tool is available for those who would benefit from automated penetration testing and who don’t have the internal know-how or resources to deal with the problem of security testing for their web or…
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