Preparation hours per return by complexity
Time a sample of similar returns before and after to see real capacity gains.
Accounting and CPA firms · Document intake and data extraction
Spend busy season reviewing returns, not keying 1099s
During busy season, a surprising share of staff time goes into moving numbers from one place to another: W-2 boxes into the tax package, brokerage 1099 composites into Schedule D detail, K-1 lines into the return, bank and credit card statements into a bookkeeping file. It is careful work, but it is mostly retyping.
How it often works today
- Preparers key W-2, 1099-INT, 1099-DIV and 1098 figures by hand from PDFs and phone photos, then a reviewer ties them out again.
- Brokerage composite statements with dozens of lots are entered line by line or summarized manually, which is slow and error-prone near deadline.
- K-1s arrive late and in different formats, and each one is read and entered by a senior because the line items vary so much.
- Bookkeeping clients send shoeboxes of receipts or statement PDFs that a staff accountant categorizes manually into QuickBooks Online.
Document processing uses extraction tools, including some built into UltraTax CS, CCH Axcess, Drake and Lacerte workflows, plus AI-assisted reading for less standard documents, to pull values into a review screen. Staff check each figure against the source and approve it. The aim is to move time from keying to reviewing, which is where a CPA's judgment adds value.
The improved workflow
Standardize how documents come in
Clients upload to the portal with a request checklist, and files are named and stored by client and tax year so extraction can find them reliably.
Use built-in import first
Turn on the source document scanning and import features in your tax software, and download 1099 data directly from brokerages where your software supports it.
Extract the rest with review screens
For K-1s, statements and non-standard forms, an extraction step proposes values with links to the page they came from, for a preparer to accept or correct.
Flag what is missing
Extracted documents are compared to last year's list. If a 1099 from a prior-year brokerage is absent, the client gets an automatic request before preparation starts.
How we deliver this: AI automation for small business or fractional CTO leadership, scoped in writing and run over 90 days. See pricing or the sample scope.
What we would measure
Extraction correction rate by document type
Shows where automation is reliable and where manual entry is still faster.
Review notes on data entry errors
If transcription errors drop, reviewers can focus on technical issues.
Returns waiting on missing documents
Measures whether early missing-item checks shorten the queue.
Where people stay in control
- A preparer verifies every extracted value against the source document before it is accepted, and the reviewer's sign-off process does not change.
- Documents containing SSNs and financial data are processed only in tools with appropriate security controls, written data terms and no use of firm data for model training.
- Extraction workflows are documented in the firm's written information security plan, consistent with IRS Publication 4557 and the FTC Safeguards Rule.
Example
Illustrative: K-1 heavy returns
For example, a firm with many clients holding partnership interests receives 300 K-1s between March and September. Instead of a senior keying each one, an extraction step reads the PDF, maps boxes to the return input and shows the result beside the source page. The senior confirms each line, handles state and footnote items personally, and moves on. This illustrative scenario shows the pattern; real time savings would be measured during a pilot.
Tools typically involved
What the first 30 days look like
In the first 30 days we would time preparation on a sample of returns by complexity, inventory which document types consume the most keying time, and test your existing software's import features alongside one extraction tool on real, prior-year documents.
Common questions
Our tax software already has scanning. Why add anything?
Built-in tools may cover common forms like W-2s and 1099s well. If they do, use them. Gaps tend to be in K-1s, statements, non-standard forms and bookkeeping documents. We would assess what your current software handles before suggesting another tool.
How accurate is extraction on client phone photos?
Less accurate than on clean PDFs. Blurry, angled or cropped images reduce reliability, which is why every value is reviewed. Improving the client upload instructions, or asking for the original PDF from the issuer, often helps as much as changing the extraction tool.
Does this change our review process?
It should not reduce it. Reviewers still review. What changes is that fewer review notes are about transcription mistakes, leaving more time for technical and planning questions. Firms should keep their quality control process as it is.
The business case
Does it pay for itself?
Illustrative defaults for an accounting firm. Replace them with your numbers.
What this workflow costs today
a month in staff time, before any lost sales
Monthly fee + assumed tools +
Break-even: new clients a month (at first-year value)
Or: staff hours recovered and redeployed
Break-even additional revenue
Value of +1 point of win rate
First 90 days, service fee
Worth a closer lookTest the assumptions
Illustration only, not a forecast or guarantee. Recovered staff time becomes a cash saving only if spending actually declines or the time goes into paid work. Tool costs are an assumption; we replace every number here with yours before recommending a scope.
Document intake and data extraction in other industries
Architecture firmsConstruction and general contractorsDental practicesElectrical contractorsEngineering firmsInsurance agenciesLaw firmsLogistics and freight companies
Document intake and data extraction: full guide
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