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Why I Believe MVP Validation Should Come Before Enterprise AI Rollout
After more than 32+ years supporting Federal modernization efforts — including extensive experience in law enforcement and mission-focused environments — I’ve seen one mistake repeated over and over again: Organizations move too quickly toward enterprise technology deployment before validating whether the solution actually works operationally. Right now, we are seeing this happen again with artificial intelligence (AI). Across government and industry, there is enormous pressu
Samantha Baron
May 274 min read


How to Choose the Right Delivery Approach for Complex Projects (Without Overcomplicating It)
When it comes to complex projects—especially those with strong and modernized information technology components like cybersecurity, artificial intelligence (AI), software development, or cloud modernization—the delivery approach you choose matters just as much as the technology itself. One of the most common questions is: “Should we use Agile or Waterfall?” For complex, technical work, the better answer is: you will likely need both. Start With What You Already Know Every co
Samantha Baron
May 63 min read


Why Minimum Viable Product (MVP) Validation Should Come Before Enterprise Technology Rollout
Many organizations face the same operational problem: inefficient business processes, limited visibility, manual workarounds, inconsistent records, and delayed decision-making. Leadership knows improvement is needed, but too often the response is immediate enterprise-wide technology deployment before the underlying environment is fully understood. That approach can create unnecessary risk. A stronger path is to begin with a Minimum Viable Product (MVP)—a focused, real-world
Samantha Baron
Apr 233 min read
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