01Stop keying W-2s. Start reviewing exceptions.
Preparers hand-type W-2s, 1099s, 1098s, and K-1s into the prep software — the canonical low-value, high-volume task where the season goes.
AI classifies and extracts each source document, maps figures to the right fields, and produces an organized, bookmarked workpaper set; the preparer reviews only what's flagged as low-confidence.
- Less manual keying
- Cleaner workpapers for review
- Capacity back in the busiest weeks
Watch for: The preparer verifies every flagged figure · The licensed professional signs the 8879 · The firm signs the return, never the AI
Best for: Tax-prep and full-service firms with high 1040 volume in season.
02Let the bookkeeper code the hard 5%, not the boring 95%.
Month-end means pulling bank and card feeds and hand-coding transactions by account, payee, and project — one firm logged 412 reconciliation hours a month, roughly 2.5 people doing nothing but matching.
AI auto-codes high-confidence transactions against the chart of accounts and surfaces only the ambiguous ones for a human to code.
- Faster close
- Fewer uncategorized items at cutoff
- Bookkeepers freed for advisory
Watch for: A human reviews every low-confidence transaction · The chart-of-accounts mapping is approved before close · Nothing posts without sign-off
Best for: Bookkeeping, write-up, and CAAS practices on monthly engagements.
03The polite, persistent follow-up you never have time to send.
Collecting documents from late, unprepared clients is the profession's #1 challenge, and in season the follow-ups run 15–20 hours a week — chase-work that generates zero revenue and never ends.
An AI assistant tracks exactly which items are outstanding per client and drafts personalized, escalating reminders in your firm's voice — naming the specific missing form, not a generic nag.
- Documents arrive sooner
- Fewer late-client extensions
- The backlog stops compounding
Watch for: You set the cadence and tone · A human approves any message that conveys tax advice · Nothing commits to a deadline without review
Best for: Every firm — the bullseye for the season crunch.
04Answer "where's my refund?" without it landing on your desk.
During season you personally field "where's my refund / what do I owe / can you extend me" while trying to protect review quality. Most of it is routine; some of it isn't.
AI drafts policy-grounded replies from your own FAQ and engagement letters, and escalates anything substantive with full context attached for a preparer.
- Routine questions handled fast
- Context preserved on escalation
- Your attention back on returns
Watch for: Anything touching a client's tax position routes to a preparer first · Substantive questions escalate with full context · A human reviews before anything sends
Best for: Owner-operators drowning in inbound during the April crunch.
05Trusted answers with the citation attached — not a confident guess.
A senior burns an hour digging through code sections, regs, and prior-year memos to answer one client's question about how a §1031 exchange applies to their situation.
AI answers from your firm's vetted research library and prior-year memos with citations, so the practitioner sees the authority, not just the conclusion.
- Faster research
- Answers tied to real authority
- Less reliance on one senior's memory
Watch for: The practitioner verifies the cited authority before relying on it · Every answer links back to the source · Nothing is relied on unchecked
Best for: Firms doing complex planning, entity, or advisory work.
06One workflow from inbox to the reviewer's queue.
Today a return is a manual relay — admin collects, preparer keys, reviewer hunts — and each handoff is a place for it to stall.
A multi-step workflow ingests documents, organizes the workpapers, drafts the return, and routes it to the reviewer queue with exceptions surfaced up top.
- Fewer dropped handoffs
- Returns reach review organized
- Exceptions visible, not buried
Watch for: Reviewer sign-off is mandatory · The licensed preparer signs · The AI never files
Best for: Firms ready to connect prep, practice management, and review.