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.
Before you shout "Digital Transformation" in a crowded marketplace, it's important to recognize two foundational principles in developing a SaaS product plan. First: SaaS is a business strategy, not a technology strategy. Second (a corollary of…
There’s a feature arms race underway, and SaaS is fueling the fire. The quality of collaboration in software development is measured by a direct line of sight into the customer experience. Read more about this…
A big side effect of the world's new focus on work from home? Collaboration delivers leverage. Those of us who do software for a living are quite fortunate. Many of the habits we've learned in…
I suspect that when the legendary Ward Cunningham coined the term "technical debt", it did not take him long to realize he'd created a monster: "I am in favor of writing code to reflect your…
In SaaS, technical debt isn’t a bug, it's a feature – it’s a feature of creativity and velocity. People are writing more code to solve more problems than ever before. Of course, they are not…
For chronic disease sufferers – often already under medical care – data-driven personalized medicine provides a promising new application for tailored therapies and disease management. Today, the right combination of technology infrastructure, advanced AI technology…
If your plan for cloud computing is to simply “move to the cloud”, it's time to rethink your plan. Success is not about “moving”; it's about changing to cloud computing. Everyone wants the business and…
Are your cloud and application stack well architected? Probably not. And that’s OK. Cloud architects inside Amazon originated the AWS Well-Architected Framework (aka "Well-Architected"), and announced it in 2015. It aspired to set guidelines and…
The AWS Partner Network (APN) has now certified CloudGeometry as a Designated Service Provider for Amazon Redshift, the fastest-growing cloud data Warehouse offering. This recognition is the fourth such...
Building our on successful collaboration with a broad spectrum of SaaS companies and corporate innovators, CloudGeometry now been recognized with a certification by AWS APN as a Designated Service Provider for AWS Lambda Services. This added recognition...
Almost any piece of industrial equipment today produces its own rich and steady stream of data. Digital diagnostics embedded in devices help with on-site troubleshooting when dispatching a trained local technician. But what about extending…
The AWS Partner Network (APN) has endorsed ElevationData, the CloudGeometry company specializing in data engineering and data science pipelines, as a Designated Service Provider...
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