Risk Assessment Data Source Catalog API

Public

API Details

This microservice API is designed to identify and catalog relevant data sources for risk assessment purposes. It helps organizations streamline their risk management processes by automatically discovering, categorizing, and documenting potential data sources that can be used in risk analysis. The API leverages natural language processing and machine learning techniques to analyze input descriptions of data sources and determine their relevance to various risk assessment categories. It provides a structured output that includes metadata about each identified data source, such as its type, relevance score, and potential use cases in risk assessment. This service is particularly useful for financial institutions, insurance companies, and other organizations that need to maintain comprehensive and up-to-date catalogs of risk-related data sources for regulatory compliance and effective risk management.

Request Schema

{
  "type": "object",
  "required": [
    "data_source_description"
  ],
  "properties": {
    "risk_categories": {
      "type": "array",
      "items": {
        "type": "string"
      },
      "description": "Optional list of specific risk categories to focus on during the analysis."
    },
    "data_source_description": {
      "type": "string",
      "description": "A detailed description of the data source to be analyzed for risk assessment relevance."
    }
  }
}

Response Schema

{
  "type": "object",
  "required": [
    "source_id",
    "relevance_score",
    "risk_categories",
    "metadata"
  ],
  "properties": {
    "metadata": {
      "type": "object",
      "properties": {
        "data_format": {
          "type": "string",
          "description": "The format of the data provided by this source."
        },
        "source_type": {
          "type": "string",
          "description": "The type of the data source (e.g., database, API, file system)."
        },
        "update_frequency": {
          "type": "string",
          "description": "The frequency at which the data source is typically updated."
        },
        "potential_use_cases": {
          "type": "array",
          "items": {
            "type": "string"
          },
          "description": "A list of potential use cases for this data source in risk assessment."
        }
      },
      "description": "Additional metadata about the data source."
    },
    "source_id": {
      "type": "string",
      "description": "A unique identifier for the cataloged data source."
    },
    "relevance_score": {
      "type": "number",
      "description": "A score between 0 and 1 indicating the overall relevance of the data source for risk assessment."
    },
    "risk_categories": {
      "type": "array",
      "items": {
        "type": "object",
        "properties": {
          "category": {
            "type": "string",
            "description": "The name of the risk category."
          },
          "relevance": {
            "type": "number",
            "description": "A score between 0 and 1 indicating the relevance of the data source to this specific risk category."
          }
        }
      },
      "description": "A list of risk categories with their respective relevance scores for this data source."
    }
  }
}

API Metadata

631

1

data catalog
risk assessment
data sources
microservice
data identification

API Examples

{
  "risk_categories": [
    "Market Risk",
    "Financial Risk"
  ],
  "data_source_description": "Historical stock price data for publicly traded companies, updated daily with end-of-day prices, volume, and basic financial ratios."
}
{
  "metadata": {
    "data_format": "JSON",
    "source_type": "API",
    "update_frequency": "Daily",
    "potential_use_cases": [
      "Volatility analysis",
      "Portfolio risk assessment",
      "Market trend identification"
    ]
  },
  "source_id": "DS-001-STOCKPRICE",
  "relevance_score": 0.85,
  "risk_categories": [
    {
      "category": "Market Risk",
      "relevance": 0.95
    },
    {
      "category": "Financial Risk",
      "relevance": 0.75
    }
  ]
}