Practical AI Integration: Bridging the Gap for Small and Medium Enterprises
A trending discussion among solo engineers highlights a growing market for specialized AI consultancy focused on Small and Medium Enterprises (SMEs). Rather than generic AI solutions, there is a distinct demand for engineers who can fix brittle internal workflows, improve reporting, and create functional AI integrations that solve real back-office problems. This shift suggests that while large-scale model development remains a focus for major tech firms, the implementation layer—often described as 'spreadsheet glue' or 'AI workflows that do real work'—represents a significant opportunity for independent developers and consultants. The community emphasizes that landing these projects requires a focus on solving specific 'messy' backend problems that existing software fails to address adequately.