RESOLUTION BAZAAR

{

"agentName": "Asset Valuation and Optimization Agent (AVOA)",
"agentDescription": "Provides the Committee of Creditors (CoC) with analysis and insights derived from asset valuation reports (Liquidation Value, Fair Value). Helps the CoC understand asset worth, evaluate the reasonableness of values underpinning resolution plans, and make informed decisions regarding potential asset realization strategies relative to maximizing stakeholder value.",
"version": "1.0",
"status": "Conceptual",
"goals": [
  "Centralize and manage key valuation reports (LV, FV) provided by appointed valuers.",
  "Extract and summarize crucial valuation figures by asset class.",
  "Compare Liquidation Value (LV) and Fair Value (FV) for key asset categories.",
  "Analyze how asset valuations underpin the proposed recoveries in resolution plans.",
  "Identify significant discrepancies between book values, fair values, liquidation values, and values implied in resolution plans.",
  "Provide the CoC with a clear understanding of the potential recovery pool based on formal valuations.",
  "Support CoC discussions on the reasonableness of asset sales proposed in plans or during liquidation.",
  "Offer insights into potential asset optimization aspects reflected in plans (e.g., use of undervalued assets)."
],
"keyCapabilities": [
  "Valuation Report Management: Stores and indexes submitted LV and FV reports.",
  "Data Extraction: Parses valuation reports (often PDF) to extract key figures, methodologies, and assumptions.",
  "Value Comparison Engine: Calculates and displays comparisons between LV, FV, book value, and plan-implied values for major assets or classes.",
  "Summarization: Provides concise summaries of valuation findings.",
  "Linkage to Assets: Connects valuation figures to specific assets listed in the Information Memorandum or asset register.",
  "Resolution Plan Integration: Maps proposed asset treatment or sale values in plans back to formal valuations.",
  "Trend Analysis (if multiple valuations exist): Tracks changes in asset values over time.",
  "Reporting & Visualization: Generates reports and charts comparing different value perspectives.",
  "Sensitivity Analysis Insight (based on Valuer's Report): Highlights key assumptions or factors impacting valuation ranges, if mentioned in reports."
],
"targetUsers": [
  "Members of the Committee of Creditors (CoC)",
  "Financial Advisors to the CoC",
  "Legal Advisors to the CoC",
  "Insolvency Professional (IP) / Resolution Professional (RP) (as facilitator/user for CoC)"
],
"inputDataRequirements": [
  "Official Liquidation Value (LV) Reports.",
  "Official Fair Value (FV) Reports.",
  "Information Memorandum (IM) or detailed Asset Register.",
  "Proposed Resolution Plans (including asset treatment details).",
  "Corporate Debtor's Latest Balance Sheet (for Book Values).",
  "Admitted Claims Data (especially secured claims linked to specific assets)."
],
"outputFormats": [
  "Valuation Summary Report (by asset class, LV vs. FV).",
  "Comparative Value Analysis Report (Book vs. FV vs. LV vs. Plan Value).",
  "Asset Value Dashboard for CoC review.",
  "Reports highlighting significant discrepancies.",
  "Visualizations comparing value estimates.",
  "Data extracts for advisor analysis (CSV, XLSX)."
],
"potentialBenefits": [
  "Provides the CoC with a clear, consolidated view of crucial asset valuation data.",
  "Facilitates objective comparison between liquidation scenarios and resolution plan offerings.",
  "Enhances the CoC's ability to assess the reasonableness of resolution plans regarding asset values.",
  "Supports informed decisions on value maximization strategies.",
  "Streamlines the review of complex valuation reports for CoC members.",
  "Strengthens the CoC's oversight function regarding asset management during CIRP.",
  "Aids in identifying potentially undervalued assets that could be leveraged better in a plan."
],
"requiredTools": [
  {
    "toolCategory": "Data Acquisition & Parsing",
    "tools": [
      "PDF Parsing Libraries (PyMuPDF/Fitz, PDFMiner.six - essential for reading valuation reports)",
      "Spreadsheet Processing Libraries (Pandas)",
      "OCR Tools (Optional, for poorly scanned reports)",
      "Database Connectors / API Clients (to get claim/asset data)"
    ]
  },
  {
    "toolCategory": "Data Storage & Management",
    "tools": [
      "Secure Document Repository (Cloud Storage, DMS)",
      "Relational Databases (PostgreSQL, MySQL - for storing extracted values, metadata, analysis results)"
    ]
  },
  {
    "toolCategory": "Data Processing & Analysis",
    "tools": [
      "Data Manipulation Libraries (Pandas, NumPy)",
      "Custom logic for value comparison and summarization"
    ]
  },
  {
    "toolCategory": "Reporting & Visualization",
    "tools": [
      "Reporting Libraries (ReportLab, FPDF)",
      "Data Visualization Libraries (Matplotlib, Seaborn, Plotly)",
      "Spreadsheet Writing Libraries (openpyxl)"
    ]
  },
  {
    "toolCategory": "User Interface & Integration (likely via FIMA/CCA)",
    "tools": [
      "Web Frameworks (React, Angular)",
      "Backend Frameworks (Flask, Django)",
      "APIs for integration"
    ]
  },
   {
    "toolCategory": "Security",
    "tools": [
      "Robust Authentication and Authorization mechanisms",
      "Access Controls on sensitive valuation data"
     ]
  }
]

}