Every vendor in the profession now claims AI. For a managing partner deciding where to invest before next season, the useful question isn't "is AI real?" — it's "which specific tasks does AI do reliably today, and what still requires a trained tax professional?"
What AI Does Genuinely Well Right Now
- Document intelligence: classifying a client's PDF dump — W-2s, 1099s, K-1s, brokerage statements — and extracting the data with high accuracy, including multi-page consolidated 1099s that eat preparer hours
- Workpaper automation: building a standardized, indexed workpaper file where every figure traces to a source document
- Validation: reconciling extracted data against the return, flagging missing income items, year-over-year anomalies, and unresolved diagnostics before review
- Software integration: moving data into UltraTax, Drake, Lacerte, ProConnect, or CCH Axcess through APIs rather than rekeying
These tasks consume 30–40% of traditional preparation time. Automating them is not speculative — it's operational today.
What Still Requires a Professional
Judgment. Reasonable compensation positions, basis reconstructions, ambiguous source documents, elections and disclosure decisions, and anything where the right answer depends on facts the documents don't state. AI narrows the work to these judgment points; it doesn't resolve them.
The False Choice: Software vs People
Firms are often presented two doors: buy AI software and run it with your (already short-staffed) team, or outsource to a labor-only provider working manually. Both leave value on the table. Pure software still needs operators you don't have; pure labor arbitrage misses the 30–40% efficiency AI delivers and reintroduces manual-entry errors.
The Third Door: AI-Enabled Preparation Teams
The strongest model runs AI and expert preparers as one pipeline: automation extracts, organizes, and validates; India-based EA/CPA-track professionals prepare and self-review; senior reviewers clear flags; your firm performs final review on a clean, referenced file. You buy outcomes — review-ready returns — rather than another tool to staff.
Questions to Ask Any "AI Tax" Vendor
- Which document types does extraction actually cover, at what accuracy?
- Does it write into my tax software, or produce another PDF to rekey?
- Who handles the exceptions the AI flags — my staff or yours?
- How is client data secured through the pipeline (Pub 4557, GLBA, SOC-type controls)?
GTPH was built as that third door: automation at the intersection of domain expertise and technology, wrapped in a preparation service — so the AI dividend shows up in your cost per return, not in another subscription.
