thinkneo_log_decision
ActiveTool of ThinkNEO MCP Server
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."
}
}
}No endpoints wrapped at confidence ≥ 0.70.
Parent server
ThinkNEO MCP Server
https://github.com/thinkneo-ai/mcp-server
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