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PRSM

thinkneo_log_decision

Active

Tool of ThinkNEO MCP Server

declared in 1.28.0

Log a business decision made by an AI agent. Tracks the AI cost and the business value generated. If a baseline exists for the process, value is auto-calculated from the baseline cost. Example: agent 'support-bot' resolved a 'customer_support_ticket' at $0.03 AI cost, replacing a $12 human-handled ticket. ROI: 400:1.

Parameters schema

{
  "type": "object",
  "title": "thinkneo_log_decisionArguments",
  "required": [
    "agent_name",
    "decision_type"
  ],
  "properties": {
    "outcome": {
      "type": "string",
      "title": "Outcome",
      "default": "success",
      "description": "Result: 'success', 'escalated', 'rejected', 'error'"
    },
    "metadata": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "null"
        }
      ],
      "title": "Metadata",
      "default": null,
      "description": "JSON string with additional context"
    },
    "workspace": {
      "type": "string",
      "title": "Workspace",
      "default": "default",
      "description": "Workspace identifier"
    },
    "agent_name": {
      "type": "string",
      "title": "Agent Name",
      "description": "Name of the AI agent that made the decision, e.g. 'support-bot', 'loan-reviewer'"
    },
    "confidence": {
      "anyOf": [
        {
          "type": "number"
        },
        {
          "type": "null"
        }
      ],
      "title": "Confidence",
      "default": null,
      "description": "Confidence score 0.0-1.0"
    },
    "ai_cost_usd": {
      "type": "number",
      "title": "Ai Cost Usd",
      "default": 0,
      "description": "Actual AI cost for this decision in USD, e.g. 0.03"
    },
    "process_name": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "null"
        }
      ],
      "title": "Process Name",
      "default": null,
      "description": "Links to a baseline process for auto ROI calculation"
    },
    "decision_type": {
      "type": "string",
      "title": "Decision Type",
      "description": "Type of decision, e.g. 'ticket_resolved', 'loan_approved', 'content_reviewed'"
    },
    "value_generated_usd": {
      "anyOf": [
        {
          "type": "number"
        },
        {
          "type": "null"
        }
      ],
      "title": "Value Generated Usd",
      "default": null,
      "description": "Explicit business value in USD. If omitted and process_name has a baseline, auto-calculated."
    }
  }
}

What this tool wraps· 0 endpoints

min confidence0.700.50

No endpoints wrapped at confidence ≥ 0.50.

Parent server

ThinkNEO MCP Server

https://github.com/thinkneo-ai/mcp-server

3/7 registries
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