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

Intelligence Studio

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

CORAA Intelligence Studio money flow graph

ऑडिटर don't think in tables; they think in relationships. Intelligence Studio shows the entire entity as a graph: लेजर, parties, and वाउचर as nodes and edges. Four tabs cover the major ऑडिट प्रश्न: Money Flow (where does cash come from and go?), Journal Entry Analysis (SA 240 testing), अनुपालन & Health (statutory dues, नियामक flags), and निष्कर्ष (the एंगेजमेंट समीक्षा queue).

  • Four tabs: Money Flow, Journal Entry Analysis, अनुपालन & Health, निष्कर्ष
  • 57,000+ वाउचर एंगेजमेंट renders as a 50-edge / 11-node graph
  • Click any node to drill into its लेजर or party
  • Click any edge to see the वाउचर between two parties
  • फ़िल्टर by quarter, amount, or anomaly band
  • SA 240 Journal Entry Testing built into the वर्कफ़्लो
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

  • -ऑडिट डेटा viewed in Excel tables, one लेजर at a समय
  • -Cross-party flows require manual VLOठीक हैUPs across multiple sheets
  • -Money flow patterns rarely surface unless an लेख explicitly looks
  • -अनुपालन status assembled by पठन separate रिपोर्ट्स
Pattern recognition: depends on the लेख'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 फ़िल्टर modes
  • अनुपालन flags visible per node
  • निष्कर्ष 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 ग्राहक (highest inflow), top inter-party transactions. फ़िल्टर by quarter to see seasonality.

Step 02

Journal Entry Analysis tab

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

Step 03

अनुपालन & Health tab

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

Step 04

निष्कर्ष tab

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

Inside the module

What you actually get.

Graph rendering

नहींdes are लेजर and parties; edges are aggregated वाउचर between them. Edge thickness scales with transaction value. नहींde colour shifts to indicate flag severity.

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

Drill-down

Click any node to drill into that लेजर's transactions or that party's वाउचर list. Click any edge to see the specific वाउचर between two parties.

  • नहींde click: लेजर or party विवरण
  • Edge click: वाउचर list between two parties
  • Three levels deep: graph, वाउचर list, source वाउचर
  • वापस to graph in one click

SA 240 layered view

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

  • Last-मिनट manual JE फ़िल्टर
  • Unusual debit-credit pairing फ़िल्टर
  • Related-party ring फ़िल्टर
  • Layered combinations supported

ऑडिट-trail aware

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

  • Every action logged
  • फ़िल्टर state preserved
  • Replay supported for peer समीक्षा
  • SA 230 अनुपालन
Frequently asked

Answers, up front.

लेजर जाँच and Transactional जाँच generate the निष्कर्ष; Intelligence Studio visualizes them. The four tabs surface different cuts of the same underlying डेटा. ऑडिटर typically run जाँच first (which auto-populates निष्कर्ष), then खोलें Intelligence Studio to investigate patterns visually.
नहीं. The मानक जाँच रिपोर्ट is a tabular वर्किंग पेपर for the ऑडिट file. Intelligence Studio is a समीक्षा interface for the ऑडिट टीम. Both are produced from the same डेटा; they serve different needs.
हाँ. Each tab exports as PDF showing the graph state, applied filters, and a सारांश table of nodes and edges. The export is dated and stamped for inclusion in the ऑडिट वर्किंग पेपर file.
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Intelligence Studio | Graph-based Audit Command Centre | CORAA | CORAA