Every week it's the same thing. New apps are added to your phone's Marketplace, each doing one special thing better than anyone else. Some of them are useful, some of them are redundant, and all of them are being developed by domain experts who, generally by no fault of their own, are forced to become startup entrepreneurs.
Meanwhile, companies are desperate for AI Solution Architects, those special breeds of experts that can take a problem, find a solution using AI, and implement it to the benefit of the company and their customers. The skills are very specific: they need to have great customer rapport, have the capability to translate need — both voiced and implied — into action, provide the best possible solution forward, and work with the team to execute.
The Numbers... As We Have Them
The big tech layoffs have happened pretty recently in bureaucratic terms, so there are no strong, verified numbers of professionals let go who start tech companies, but commercial databases like Crunchbase record over 5,000 to nearly 7,000 new U.S. and technology-focused organizations being incorporated per year.
The Accidental Solution Architects
Every new product, company, or service starts with two questions: Who is having a problem that I can solve, and how do I solve it? Then, the plan emerges.
My own personal experience follows this method. I started with a simple question of how to build learning paths from prompts and documentation. When OpenClaw came out, I reimagined that entire experience through the eyes of someone working exclusively through an AI Agent. That's how Wayfinder was forged — creating and collaborating on training content through AI prompts, allowing the Agent context to be used as SME knowledge with human review.
Finding These Diamonds
Not every founder is going to be a solutions architect, but there are thousands of senior Tech professionals who were let go — they are building solutions to problems they saw on the job, building a solution, then offering it for sale as an appliance, a platform, or an application.