# What will AGI do for Manual Audit Sampling?

## Overview

Auditors and compliance teams test financial controls by extracting and reviewing tiny fractions of total transaction volumes, often less than one percent. They rely on random sampling to infer the health of an entire ledger because manually tracing every invoice, receipt, or journal entry is impossible given corporate data scales. This leaves massive gaps in assurance and exposes organizations to undetected fraud or systemic errors hiding in the untested data.

The persistence of manual sampling stems from the unstructured nature of audit evidence. While financial ledgers contain structured data, the supporting documentation—PDF invoices, email approvals, and physical shipping receipts—requires human interpretation to verify against the core ledger entry. Existing audit software can filter structured databases to flag outliers, but verifying those flags still forces auditors into manual document review, severely capping the feasible sample size.

Attempts at full-population testing using existing tools rely on rigid, rules-based scripts that generate overwhelming volumes of false positives. Auditors routinely abandon these scripts because clearing the alerts takes more time than traditional sampling. As a result, firms accept the structural risk of incomplete coverage and stick to legacy statistical methods rather than verifying the actual substance of every transaction.

## How AGI delivers it

### Services-as-Software

For Manual Audit Sampling, get the professional outcome delivered as software, priced on results, not headcount.

Routes to: services.do, services.studio

### Autonomous Agents as digital employees

For Manual Audit Sampling, hire a digital employee that does the job under earned, supervised autonomy.

Routes to: agents.do, workflows.do, management.studio, agents.management

## Related

- [1040 Document Processing](https://agi.do/Problems/1040_Document_Processing)
- [1040 Overflow Preparation](https://agi.do/Problems/1040_Overflow_Preparation)
- [1040 Return Generation](https://agi.do/Problems/1040_Return_Generation)
- [1040 Return Preparation](https://agi.do/Problems/1040_Return_Preparation)
- [1040 Schedule Mapping](https://agi.do/Problems/1040_Schedule_Mapping)
- [1099 Brokerage Fetching](https://agi.do/Problems/1099_Brokerage_Fetching)

## Read more

- [The informational twin on agi.as](https://agi.as/Problems/Manual_Audit_Sampling)
- [This page on agi.do](https://agi.do/Problems/Manual_Audit_Sampling)