The SMB implementation gap

Craftsman AI, operating legally as Midtown West LLC, is an AI services firm founded in 2024. They do not build their own large language models or foundational infrastructure. Instead, they occupy the space between off-the-shelf software and high-end enterprise consulting. Their premise is that while artificial intelligence is widely available, small businesses and entrepreneurs lack the time and technical literacy to apply these tools effectively. By offering a structured consultancy model, they aim to bridge this implementation gap for companies in industries like retail, manufacturing, and professional services.

The 90-day transformation model

The core of the company's offering is the 3-Month AI Transformation Program. This is a time-bound service designed to move a business from a state of "AI novice" to what they describe as a "tech-savvy competitor." This program is notable for its move away from open-ended consulting towards a productized service with specific milestones. The process typically begins with strategy development to identify high-impact areas for automation, followed by the implementation of custom solutions. This approach targets business owners who are wary of the indefinite timelines and escalating costs often associated with custom software development.

Practical automation over hype

The company focuses on four specific categories of AI application: customer service automation, predictive analytics for sales and inventory, marketing optimization, and process automation. Their success stories point to concrete outcomes. For instance, they cite a 30% increase in sales for a retail client through better inventory management and a 60% reduction in response times for a SaaS startup using automated support systems. These examples suggest that their work is primarily about integrating existing AI technologies into standard business workflows rather than developing new-to-the-world technology.

Market position and competition

Based in the United States and operating with a lean team of fewer than ten employees, Craftsman AI is part of a growing class of "AI boutiques." They compete indirectly with large-scale consultants like Accenture and specialized dev shops, but their real competition is the "do-it-yourself" approach that many small business owners attempt before realizing the complexity of data integration and model reliability. Their value proposition rests on affordability and a focus on return on investment, making them a potential partner for businesses that need to modernize but cannot justify a multi-million dollar digital transformation budget. By specializing in the SMB segment, they avoid the direct competition for large enterprise contracts, focusing instead on the long tail of the economy where AI penetration is currently lower.