I wrote about three practice models where automation behaves differently. There’s another group that doesn’t fit neatly into any of them, and that’s part of why it’s easy to overlook: the small, often family-run practice trying to get through another tax season.
Not acquiring returns at scale. Not built around the client interview as a formal practice model. Not necessarily a veteran deliberately narrowing a roster. Just a solo preparer or a two or three-person shop doing intake, preparation, review, and client follow-up with very little slack. Some have practice management systems; others are still piecing together their own process. Either way, one absence can change the whole week.
Seasonality With Nothing to Absorb It
Tax is one of the most intensely seasonal industries there is, and firms this size feel that seasonality with almost nothing to absorb it. There’s no bench of staff to redistribute the load, no infrastructure quietly carrying part of the weight. There’s a family, feeding another family, one return at a time, and a stretch of months where the business simply demands everything it needs, whether the owner has it to give or not.
Larger acquisition firms may have staff and systems to distribute the load. A small shop has fewer places for work to go. The same people often handle intake, entry, review, and client conversations. That makes every avoidable handoff or repeated data entry task more expensive in the middle of the season.
Where Time Compression Pays Off
That’s what makes this group’s time compression opportunity so clear. If the team can collect and validate information earlier, and stage it for review, the hours recovered can matter well beyond the return itself. They may mean fewer late nights and a season with more room for the family behind the firm.
Start Small and Contained
That does not make adoption effortless. Personal trust may be the practice’s strongest asset, and a small team has little room for a disruptive rollout during filing season. The right starting point is a contained workflow that removes repeat work without changing how clients get advice or who checks the return. Test it when the team can absorb the learning curve, and measure whether it gives them time back.
Find Your Most Expensive Bottleneck
If this sounds like your practice, look at the same recurring bottleneck across a handful of returns: chasing documents, checking completeness, entering figures, or following up after review. Which one costs the most time each week? That answer is a better starting point than an automation pitch built for a much larger firm.



