ShedBoxAI for Competitive Intelligence

data_sources:
  competitor_data:
    type: csv
    path: "competitor_tracking.csv"

  market_data:
    type: rest
    url: "https://api.marketdata.com/trends"
    headers:
      Authorization: "Bearer ${MARKET_API_KEY}"
    response_path: "data"

ai_interface:
  model:
    type: rest
    url: "https://api.anthropic.com/v1/messages"
    method: POST
    headers:
      x-api-key: "${ANTHROPIC_API_KEY}"
      Content-Type: "application/json"
    options:
      model: "claude-sonnet-4-20250514"

  prompts:
    analysis:
      system: "You are a competitive intelligence analyst."
      user_template: |
        Analyze competitor activity and market trends:

        Competitor Data:
        {% for comp in competitor_data %}
        - {{ comp.name }}: {{ comp.recent_activity }}
        {% endfor %}

        Market Trends:
        {% for trend in market_data %}
        - {{ trend.category }}: {{ trend.direction }}
        {% endfor %}

        Provide:
        - Competitor moves summary
        - Market trend analysis
        - Strategic recommendations

output:
  type: file
  path: "competitive_intel.md"
  format: json

data_sources:
  pricing:
    type: csv
    path: "competitor_pricing.csv"

processing:
  advanced_operations:
    pricing_by_competitor:
      source: "pricing"
      group_by: "competitor"
      aggregate:
        avg_price: "AVG(price)"
        min_price: "MIN(price)"
        max_price: "MAX(price)"
      sort: "avg_price"

ai_interface:
  model:
    type: rest
    url: "https://api.anthropic.com/v1/messages"
    method: POST
    headers:
      x-api-key: "${ANTHROPIC_API_KEY}"
      Content-Type: "application/json"
    options:
      model: "claude-sonnet-4-20250514"

  prompts:
    pricing_analysis:
      system: "You are a pricing strategy analyst."
      user_template: |
        Analyze competitive pricing:

        {% for comp in pricing_by_competitor %}
        - {{ comp.competitor }}: Avg ${{ comp.avg_price }}, Range ${{ comp.min_price }}-${{ comp.max_price }}
        {% endfor %}

        Compare to our pricing and recommend adjustments.

output:
  type: file
  path: "pricing_analysis.md"
  format: json

data_sources:
  industry_data:
    type: csv
    path: "industry_trends.csv"

ai_interface:
  model:
    type: rest
    url: "https://api.anthropic.com/v1/messages"
    method: POST
    headers:
      x-api-key: "${ANTHROPIC_API_KEY}"
      Content-Type: "application/json"
    options:
      model: "claude-sonnet-4-20250514"

  prompts:
    trends:
      system: "You are a market research analyst."
      user_template: |
        Analyze these industry trends:

        {% for trend in industry_data %}
        - {{ trend.category }}: {{ trend.growth_rate }}% growth, {{ trend.market_size }}
        {% endfor %}

        Identify:
        - Emerging opportunities
        - Threats to monitor
        - Strategic recommendations

output:
  type: file
  path: "market_trends.md"
  format: json