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March 10, 2026 · Practical AI · 6 min

AI and tax season for Chattanooga accounting firms

The busy-season bottleneck is rarely the return itself. It's chasing documents and retyping what clients send.

Ask anyone in a small accounting firm where January through April actually goes, and the answer is almost never the technical work. It's document chase, intake, and turning whatever the client sent, a phone photo, a scan, a spreadsheet with merged cells, into something usable.

Fix intake before you fix anything else

A structured request list per client, with visible status, removes more busy-season pain than any AI feature. Clients need to know exactly what's outstanding, and staff need to see it without opening an email thread. That's a workflow change, not a purchase, and it makes every later automation worth more.

Where extraction earns its place

Document extraction is a legitimately good use of current models: pull values off a W-2, 1099, brokerage statement, or receipt into a structured record. The rule is the same as everywhere else, a person reviews before it becomes a number in a return, and the source document stays attached so review takes seconds instead of a hunt.

Drafting is the other honest win. Client emails explaining what's missing, engagement follow-ups, plain-language notes on a change in treatment. First drafts, reviewed by a professional, in your firm's voice.

Non-negotiables

Client financial data does not go into consumer AI tools. Use business-tier services with a clear data agreement, know whether inputs are used for training, and write down what's approved so a stressed staff member in March doesn't have to guess. This is the part where being early-stage and hands-on helps: we set the rule with you and it fits how your firm really works.

What good looks like by next season

Fewer status questions, because clients can see what's outstanding. Less retyping, because extraction handles the mechanical part. Same review standards, because nothing skips a preparer. Nobody's judgment got automated; the chores around it did.

Tell us what isn’t working.

No pitch deck, no pressure. Describe the part of the work that keeps tripping people up and we’ll tell you honestly whether we can help.