CORAA
ਲੇਜਰ ਛਾਣਬੀਣ· लेखा

Every voucher, examined. No sampling.

Ledger Scrutiny analyzes 100% of the general ledger, identifies structured exceptions, and generates review-ready working papers. No pivot tables. No manual filtering. Designed for professional audit teams.

CORAA Ledger Scrutiny AI Module Dashboard
ਕਵਰੇਜ

Not 5%. Not 10%. One hundred.

The Agent identifies patterns across the entire dataset, eliminating the sampling risk that hangs over selective review. Every transaction is read, classified, and either cleared or surfaced.

Of transactions analysed
100%
Full-population, not a selective sample.
Exception categories
8
Structured, audit-anchored buckets.
Anchor
SA 240
Journal Entry Testing under SA 240, embedded.
Two paths

Why traditional scrutiny falls short.

Traditional

Sampling and Excel

  • -Sampling a small percentage of transactions
  • -Manual Excel filtering
  • -Threshold-based sorting
  • -Journal entry spot checks
Sampling risk, inconsistent review quality, heavy staff dependency, time-intensive documentation.
CORAA

Structured full-population analysis

  • Analyzes 100% of transactions
  • Automated pattern detection
  • Structured exception reporting
  • Audit-ready working papers
You review. The Agent analyses.
ਇਹ ਕਿਵੇਂ ਕੰਮ ਕਰਦਾ ਹੈ

Three steps. Every trace logged.

Step 01

Upload your general ledger extract

Simply upload your GL file. The Agent handles the rest, from parsing to classification to exception scoring.

Step 02

Automated analysis across ten dimensions

The Agent evaluates journal entry behavior, posting patterns, cut-off timing, threshold deviations, duplicates, round numbers, high-risk account combinations, non-business-day postings, unusual vendor activity, and manual overrides.

Step 03

Structured exceptions, not raw output

All transactions are evaluated. Only structured exceptions are surfaced. You review. The Agent analyses.

Inside the analysis

  • Journal entry behavior
  • Posting patterns
  • Cut-off timing
  • Threshold deviations
  • Duplicate and near-duplicate detection
  • Round-number analysis
  • High-risk account combinations
  • Non-business day postings
  • Unusual vendor activity
  • Manual override patterns
Exception detection

Structured buckets for review.

Findings are grouped by category for efficient review. Each flagged item carries voucher reference, ledger account, date, amount, detection logic explanation, confidence score, and direct traceability to source.

Category
Unusual journal entries
Surfaced with detection logic, confidence score, and source linkage.
Category
Late-night postings
Surfaced with detection logic, confidence score, and source linkage.
Category
Period-end adjustments
Surfaced with detection logic, confidence score, and source linkage.
Category
Backdated entries
Surfaced with detection logic, confidence score, and source linkage.
Category
Round-value transactions
Surfaced with detection logic, confidence score, and source linkage.
Category
Duplicate payments
Surfaced with detection logic, confidence score, and source linkage.
Category
High-value adjustments
Surfaced with detection logic, confidence score, and source linkage.
Category
Control override indicators
Surfaced with detection logic, confidence score, and source linkage.
Module, not tool

What makes this an AI module.

Traditional tool

Runs fixed rules

Pre-configured filters. Same query every audit. No follow-up. No explanation.

Ledger Scrutiny module

Interprets and ਸਮਝਾਉਂਦਾ ਹੈ

  • Interprets patterns
  • Adapts to transaction behavior
  • Surfaces contextual anomalies
  • Explains why items are flagged
  • Supports follow-up queries

You can ask

"Show high-value entries posted after 8 PM."
"Identify manual entries reversed within 3 days."
"List unusual vendor patterns in Q4."

The Agent responds with structured findings, not a chat answer.

From sampling to whole population

Move from sampling to full-population analysis.

See how Ledger Scrutiny reshapes the first three days of fieldwork. Bring a GL extract; we'll walk through it end-to-end.

ਮੁਫ਼ਤ ਟ੍ਰਾਇਲ ਸ਼ੁਰੂ ਕਰੋ →ਵਾਕ-ਥਰੂ ਬੁੱਕ ਕਰੋ