Latest dataset

US accounting firms still hire around process pain before they automate it dataset

A public research note on how us accounting firms often add back-office headcount before showing visible automation tools.

report dataset28 rows in current public sampleLive public payload
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Latest dataset page plus immutable snapshot.

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Citation snippet

Markdown-friendly citation

EnrichAnything. "US accounting firms still hire around process pain before they automate it dataset." Snapshot 2026-03-23-7963db5259. https://www.enrichanything.com/snapshots/reports/us-accounting-automation-gap-10-100/2026-03-23-7963db5259

Metadata

Dataset facts

  • Kind: report
  • Slug: us-accounting-automation-gap-10-100
  • Rows in current public sample: 28
  • Last published update: March 23, 2026
  • Data source: collected_sample

Method

How to read this

Signals combine 10 to 100 employees accounting-firm footprints, recent hiring, and sparse visible automation tooling. The framing stays careful: it highlights process pressure, not guaranteed buying intent.

Downloads expose the public payload plus a sample CSV. They do not expose private workspace state or unpublished rows.

Stats

Summary figures

100% rows with explicit gap signal

Useful for turning the list into a clear angle

79% rows with timing signal

Rows that already explain why the window matters now

Chart rows

Current split

Rows with signal evidence How many rows already carry an explicit signal note
100%
Rows with gap note How many rows already expose the missing-tool or missing-motion angle
100%
Rows with why-now note How many rows already explain timing in the live sample
79%

Sample rows

Representative public sample

Company Location Signal Gap Why now
Pierce Firm, PLLC US Hiring Staff Accountant focused on payroll; small growing CPA firm; uses basic payroll software, no automation tooling mentioned No automation tooling mentioned The trigger is visible in current hiring activity, which makes the timing immediate.
Harker Mellinger, LLC US Hiring Bookkeeper with payroll experience; small firm; QuickBooks mentioned, no advanced automation No advanced automation The trigger is visible in current hiring activity, which makes the timing immediate.
Penrod and George, CPAs US Hiring Accounting Staff for payroll and bookkeeping; Administrative Coordinator; small firm using QuickBooks, no automation No visible workflow automation detected The trigger is visible in current hiring activity, which makes the timing immediate.
Brubaker CPA US Hiring Bookkeeper/Payroll Clerk; paperless but QuickBooks-focused, no automation tooling visible No automation tooling visible The trigger is visible in current hiring activity, which makes the timing immediate.