CORAA
AI Modules/Scrutiny/Intelligence Studio
Graph-based ଅଡିଟ୍· परख

Intelligence Studio

Money flow as a graph. Drill from any node or edge to source ଭାଉଚର୍.

CORAA Intelligence Studio money flow graph

ଅଡିଟର୍ don't think in tables; they think in relationships. Intelligence Studio shows the entire entity as a graph: ଲେଜର୍, parties, and ଭାଉଚର୍ as nodes and edges. Four tabs cover the major ଅଡିଟ୍ ପ୍ରଶ୍ନ: Money Flow (where does cash come from and go?), Journal Entry Analysis (SA 240 testing), ଅନୁପାଳନ & Health (statutory dues, regulatory flags), and ନିଷ୍କର୍ଷ (the ଏଙ୍ଗେଜମେଣ୍ଟ୍ review queue).

  • Four tabs: Money Flow, Journal Entry Analysis, ଅନୁପାଳନ & Health, ନିଷ୍କର୍ଷ
  • 57,000+ ଭାଉଚର୍ ଏଙ୍ଗେଜମେଣ୍ଟ୍ renders as a 50-edge / 11-node graph
  • Click any node to drill into its ଲେଜର୍ or party
  • Click any edge to see the ଭାଉଚର୍ between two parties
  • Filter by quarter, amount, or ଅସଙ୍ଗତି band
  • SA 240 Journal Entry Testing built into the workflow
Two paths, one ledger

The old way, and ours.

Two paths to the same audit conclusion. One leaves traces; the other doesn't.

Traditional

The old way

  • -ଅଡିଟ୍ data viewed in Excel tables, one ଲେଜର୍ at a ସମୟ
  • -Cross-party flows require manual VLOOKUPs across multiple sheets
  • -Money flow patterns rarely surface unless an article explicitly looks
  • -ଅନୁପାଳନ status assembled by reading separate ରିପୋର୍ଟ
Pattern recognition: depends on the article's seniority. Cross-party visibility: low.
CORAA

On the Ledger

  • Entity rendered as a single navigable graph
  • Top money-flow paths surface automatically
  • SA 240 sub-requirements layered on the graph as filter modes
  • ଅନୁପାଳନ flags visible per node
  • ନିଷ୍କର୍ଷ inbox accessible from the same canvas
Pattern recognition: visual and immediate. Cross-party visibility: complete.
How it works

Three steps. Every trace logged.

Step 01

Money Flow tab

Shows the dominant money flows across the entity. Top suppliers (highest outflow), top customers (highest inflow), top inter-party ଲେଣଦେଣ. Filter by quarter to see seasonality.

Step 02

Journal Entry Analysis tab

Layers the SA 240 sub-requirements on the graph: highlight last-minute manual JEs (red nodes), unusual debit-credit pairings (orange edges), related-party rings (closed loops in green).

Step 03

ଅନୁପାଳନ & Health tab

Per-ଲେଜର୍ ଅନୁପାଳନ status. Statutory dues outstanding, GST mismatch flags, TDS variance flags, MSMED interest accrual. Click any flagged node to see the underlying issue.

Step 04

ନିଷ୍କର୍ଷ tab

The ଏଙ୍ଗେଜମେଣ୍ଟ୍'s ନିଷ୍କର୍ଷ inbox, filtered to the current graph view. Resolve, dismiss, or pin ନିଷ୍କର୍ଷ without leaving Intelligence Studio.

Inside the module

What you actually get.

Graph rendering

Nodes are ଲେଜର୍ and parties; edges are aggregated ଭାଉଚର୍ between them. Edge thickness scales with ଲେଣଦେଣ value. Node colour shifts to indicate flag severity.

  • Auto-layout via force-directed graph
  • Edge weights by aggregate ଲେଣଦେଣ value
  • Node colour by severity (red/orange/green)
  • Zoom and pan supported

Drill-down

Click any node to drill into that ଲେଜର୍'s ଲେଣଦେଣ or that party's ଭାଉଚର୍ list. Click any edge to see the specific ଭାଉଚର୍ between two parties.

  • Node click: ଲେଜର୍ or party detail
  • Edge click: ଭାଉଚର୍ list between two parties
  • Three levels deep: graph, ଭାଉଚର୍ list, source ଭାଉଚର୍
  • Back to graph in one click

SA 240 layered view

Apply SA 240 filters to the graph: only last-minute manual JEs visible, or only unusual debit-credit pairings, or only related-party rings. Each filter modifies the graph in place.

  • Last-minute manual JE filter
  • Unusual debit-credit pairing filter
  • Related-party ring filter
  • Layered combinations supported

ଅଡିଟ୍-trail aware

Every drill, every filter, every flag in Intelligence Studio is logged to the ଏଙ୍ଗେଜମେଣ୍ଟ୍ log per SA 230. Peer reviewers can re-run the same view by replaying the log.

  • Every action logged
  • Filter state preserved
  • Replay supported for peer review
  • SA 230 ଅନୁପାଳନ
Frequently asked

Answers, up front.

ଲେଜର୍ ସ୍କ୍ରୁଟିନି and Transactional ସ୍କ୍ରୁଟିନି generate the ନିଷ୍କର୍ଷ; Intelligence Studio visualizes them. The four tabs surface different cuts of the same underlying data. ଅଡିଟର୍ typically run ସ୍କ୍ରୁଟିନି first (which auto-populates ନିଷ୍କର୍ଷ), then open Intelligence Studio to investigate patterns visually.
ନା। The standard ସ୍କ୍ରୁଟିନି ରିପୋର୍ଟ is a tabular ୱାର୍କିଂ ପେପର୍ for the ଅଡିଟ୍ file. Intelligence Studio is a review interface for the ଅଡିଟ୍ ଟିମ୍. Both are produced from the same data; they serve different needs.
ହଁ। Each tab exports as PDF showing the graph state, applied filters, and a summary table of nodes and edges. The export is dated and stamped for inclusion in the ଅଡିଟ୍ ୱାର୍କିଂ ପେପର୍ file.
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Intelligence Studio | Graph-based Audit Command Centre | CORAA | CORAA