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Evidence standard
TestedInterviewedDesk researchCompany-supplied
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Accounting AI News Intelligence

Follow every automated action back to the record.

A control-first research layer for accounting technology, built around source evidence, exceptions, approvals and human accountability.

Signature research object

Control File

A comparable record of source documents, automated treatment, exceptions, approval rights, audit trail and professional review.
AI bookkeeping workflow · specimen 001Prototype
01Source record
02Extraction
03Suggested treatment
04Exception queue
05Approval
06Audit trail
SourceDocument + ledger dataExample
AutomationCoding suggestionRequires test
ExceptionConfidence + rulesMust remain visible
ApprovalQualified reviewerRequired
RecordChange historyExpected
Last checkedLaunch specimenPrototype

Demonstration record · editorial information only, not accounting or tax advice

Research formats

Every format produces evidence—not filler.

01

Monthly research format

Control File

A complete source-to-approval workflow record.Sample: Launch specimen for control file
  • Named responsible desk
  • Evidence state
  • Source or test record
  • Last-verified date
02

Monthly research format

Exception Test

A product test centered on edge cases and review.Sample: Launch specimen for exception test
  • Named responsible desk
  • Evidence state
  • Source or test record
  • Last-verified date
03

Living record

Audit Trace

A map of documents, changes, approvals and exports.Sample: Launch specimen for audit trace
  • Named responsible desk
  • Evidence state
  • Source or test record
  • Last-verified date
04

Living record

Accounting AI Map

A living category and workflow taxonomy.Sample: Launch specimen for accounting ai map
  • Named responsible desk
  • Evidence state
  • Source or test record
  • Last-verified date
05

Living record

Claim Ledger

Capabilities, limitations and evidence states.Sample: Launch specimen for claim ledger
  • Named responsible desk
  • Evidence state
  • Source or test record
  • Last-verified date
06

Living record

Control Change Log

Material product and governance changes.Sample: Launch specimen for control change log
  • Named responsible desk
  • Evidence state
  • Source or test record
  • Last-verified date

From the research desk

The record is more useful when uncertainty stays visible.

Meet the research desk
01

Method note

Prototype records are never presented as tested products

Editorial standard · 9 August 2026
02

Open call

Operators can contribute a documented workflow

Evidence required · Continuous
03

Change record

Material corrections remain visible

Public accountability · Continuous

Trust layer

How we know

  1. 01Identity

    A named author, organization or contributing operator owns every record.

  2. 02Method

    The page states whether the work was tested, interviewed, researched or supplied.

  3. 03Evidence

    Primary sources, original captures and unresolved questions remain attached.

  4. 04Change

    Last-verified dates, material updates and corrections stay visible.

Read the complete protocol

Contribute to the dataset

Bring the evidence, not the pitch deck.

Operators can submit workflows and field notes. Companies can submit product documentation, demo access and corrections. Commercial participation never changes the evidence state.Submit a record