RESOLUTION BAZAAR

{

"agentName": "Financial Data Analysis Agent (FDAA for Claimants)",
"agentDescription": "Analyzes available financial data of the corporate debtor (financial statements, valuation reports) from a claimant's perspective. Provides simplified summaries, key performance indicators, and context on asset values to help claimants understand the debtor's financial health and realistically assess potential recovery prospects related to their claims.",
"version": "1.0",
"status": "Conceptual",
"goals": [
  "Provide claimants with an accessible summary of the corporate debtor's overall financial position.",
  "Analyze key financial trends (revenue, profitability, debt levels) leading up to the insolvency.",
  "Extract and present key asset values from available valuation reports (Liquidation Value, Fair Value).",
  "Calculate and explain basic financial ratios relevant to recovery prospects (e.g., Liquidity, Solvency ratios).",
  "Compare book values of assets to estimated realization values.",
  "Help claimants understand the potential pool of funds available for distribution based on public data.",
  "Provide context for evaluating settlement offers or resolution plan terms based on underlying financial data.",
  "Make financial information more transparent and understandable for non-financial expert claimants."
],
"keyCapabilities": [
  "Financial Statement Ingestion: Parses key data from Balance Sheets, Income Statements, and Cash Flow Statements.",
  "Valuation Report Analysis: Extracts and summarizes key valuation figures (LV, FV) provided in reports.",
  "Simplified Ratio Calculation: Computes fundamental ratios like Current Ratio, Debt-to-Equity, basic profitability margins.",
  "Trend Analysis (Simplified): Highlights significant year-over-year changes in key metrics.",
  "Asset Value Comparison: Contrasts book values with reported liquidation/fair market values.",
  "Data Summarization & Explanation: Translates financial jargon and data into plain-language summaries.",
  "Benchmarking (Basic): Compares debtor's situation to liquidation values as a primary benchmark.",
  "Visualization (Simplified): Creates basic charts (bar, line) illustrating key trends or comparisons relevant to claimants.",
  "Report Generation: Creates easy-to-understand reports tailored for claimants."
],
"targetUsers": [
  "Financial Creditors (Claimants)",
  "Operational Creditors (Claimants)",
  "Employees / Workmen (Claimants)",
  "Other Claimants seeking financial context",
  "Authorized Representatives/Advisors assisting Claimants"
],
"inputDataRequirements": [
  "Publicly released or claimant-accessible Corporate Debtor Financial Statements (multiple periods if possible).",
  "Valuation Reports (Liquidation Value, Fair Value) shared by the IP/RP.",
  "Information Memorandum (IM) if available.",
  "Approved Resolution Plan (if available, for context on expected recovery framework).",
  "List of Admitted Claims (provides context of total liabilities).",
  "Claimant's own claim details (for relating overall picture to specific claim)."
],
"outputFormats": [
  "Financial Health Summary Report (Plain Language - PDF, HTML).",
  "Key Ratio and Trend Dashboard/Report.",
  "Asset Valuation Summary (Book vs. LV/FV).",
  "Visual Charts summarizing key points.",
  "Explanations of relevant financial concepts.",
  "Contextual analysis relating financials to potential recovery scenarios."
],
"potentialBenefits": [
  "Demystifies the debtor's complex financial situation for claimants.",
  "Provides a data-based foundation for claimants to assess potential recoveries.",
  "Helps manage claimant expectations based on available financial reality.",
  "Aids claimants in making more informed decisions regarding their claims, settlement offers, or voting.",
  "Increases transparency of the financial aspects of the insolvency process.",
  "Empowers claimants with better understanding during negotiations or CoC meetings (if applicable)."
],
"requiredTools": [
  {
    "toolCategory": "Data Acquisition & Parsing",
    "tools": [
      "Spreadsheet Processing Libraries (Pandas - essential)",
      "PDF Text Extraction Libraries (PyPDF2, PDFMiner.six)",
      "File Parsers"
    ]
  },
  {
    "toolCategory": "Data Processing & Analysis",
    "tools": [
      "Data Manipulation Libraries (Pandas, NumPy)",
      "Basic Financial Calculation modules (custom or libraries)"
    ]
  },
  {
    "toolCategory": "Data Storage",
    "tools": [
      "Relational Databases (Optional - for caching results, user data if part of a portal)"
    ]
  },
  {
    "toolCategory": "Reporting & Visualization",
    "tools": [
      "Reporting Libraries (ReportLab, FPDF)",
      "Data Visualization Libraries (Matplotlib, Seaborn, Plotly - focusing on clear, simple charts)"
    ]
  },
  {
     "toolCategory": "Natural Language Generation (Optional)",
     "tools": [
        "Basic NLG capabilities for generating plain-language summaries (could be rule-based or simple model)"
      ]
  },
  {
     "toolCategory": "Integration & User Interface (If Portal-Based)",
     "tools": [
        "API clients (if fetching data from central IP/RP systems or other agents)",
        "Web Frameworks (Flask, Django, React, Angular)"
      ]
  }
]

}