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AI Document Categorization System

Advanced ML-Powered Document Intelligence

60+ Subcategories

Granular classification across P&L, Balance Sheet, Cash Flow, ITR types, GST returns, and more

Confidence Scoring

0-100% confidence for every categorization with automatic flagging for low scores

AI Learning

System learns from manual corrections to improve future accuracy

22 Main Categories → 60+ Specific Subcategories

Financial Statements (12 types)

• Profit & Loss Statement

• Balance Sheet

• Cash Flow Statement

• Fund Flow Statement

• Ratio Analysis

• Consolidated/Standalone

• Quarterly/Annual/YTD

• Provisional/Audited

Director ITR (10 types)

• ITR-1 (Salary Income)

• ITR-2 (Business Income)

• ITR-3 (Professional Income)

• ITR-4 (Presumptive)

• AY 2023-24, 2022-23, 2021-22

• Acknowledgement, Form 16

• Computation Sheet

GST Returns (7 types)

• GSTR-1 (Outward Supplies)

• GSTR-3B (Summary Return)

• GSTR-2A (Inward Supplies)

• GSTR-9 (Annual Return)

• GSTR-9C (Reconciliation)

• E-Way Bills

• Input Tax Credit Reports

Company ITR (8 types)

• ITR-5 (Partnership Firms)

• ITR-6 (Companies)

• AY 2023-24, 2022-23, 2021-22

• Tax Audit Report (Form 3CD)

• Computation of Income

• Acknowledgement Receipt

Bank Statements (5 types)

• Current Account

• Savings Account

• OD/CC Account

• Cash Credit Limit

• Other Bank Accounts

Personal KYC (8 types)

• Aadhaar (Front/Back)

• PAN Card

• Passport

• Driving License

• Voter ID

• Utility Bill (Address Proof)

• Bank Statement (Address)

ROC Certificates (8 types)

• Incorporation Certificate

• MOA (Memorandum of Association)

• AOA (Articles of Association)

• Form MGT-7, AOC-4

• DIN Allotment Letter

• Company/Director Master Data

Audited Balance Sheets (10 types)

• Balance Sheet

• P&L Statement

• Cash Flow Statement

• Notes to Accounts

• Auditor's Report

• Director's Report

• CRISIL/ICRA/CARE Ratings

Confidence Score System

Example Confidence Display:

Document: "FY24_Financial_Statement.pdf"
95% Confidence

Category: Financial Statements → Subcategory: Profit & Loss Statement → Status: ✅ Approved

Document: "unknown_doc_2024.pdf"
42% Confidence

⚠️ FLAGGED FOR REVIEW → Requires manual categorization

AI Learning from Manual Corrections

What Gets Recorded:

  • Original AI category & subcategory
  • AI confidence score
  • Corrected category & subcategory
  • Who corrected (user email)
  • When corrected (timestamp)
  • Reason for correction (user feedback)

AI Improvement Over Time:

Week 165% Accuracy
Week 278% Accuracy
Week 492% Accuracy

📈 +27% improvement after processing 150 manual corrections

How to Use the System
1

Upload Documents

Upload documents to any of the 22 categories in CRM or Document Repository. AI automatically analyzes and categorizes with subcategory detection.

2

Review Confidence Scores

Check confidence badges on each document. Green = high, Yellow = medium, Red = low confidence. Low confidence documents are automatically flagged with 🚩 icon.

3

Re-categorize if Needed

For low confidence or incorrect categorizations, click "Re-categorize" button. Select correct category and subcategory, provide reason for correction.

4

AI Learns & Improves

Your correction is saved to ai_learning_data. Future uploads will benefit from this learning, improving accuracy for similar documents across the platform.

Where to Access

📋 CRM Module

View documents → See confidence scores → Re-categorize → AI learns

📁 Document Repository

Centralized view → Filter by confidence → Bulk re-categorization

📊 Analytics Dashboard

View categorization accuracy → AI learning stats → Correction trends

Key Benefits

Faster Processing

Auto-categorization saves 80% of manual effort

Higher Accuracy

AI learns from every correction, improving over time

Quality Assurance

Auto-flagging ensures low confidence docs get reviewed

Continuous Improvement

System gets smarter with each upload and correction

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