training outline execute derived

{
  "input": {
    "body": {
      "brief": "Create learning objectives, modules, exercises, assessments, and delivery guidance for the supplied audience. Use only the supplied fictional example material and clearly identify missing evidence.",
      "audience": "Business operations manager",
      "source_text": "Fictional supplied business brief: Example Door Company installs residential entry doors in Dallas with a two-person crew and weekday consultations. The project is to improve scheduling over six weeks. Vendor A proposes a process assessment for $500; Vendor B proposes an assessment and staff workshop for $800. Both prices are fictional examples, not researched market prices. Evaluation criteria are implementation effort, scope clarity and staff training. Current booking volume, customer feedback, vendor references and measured outcomes are unknown."
    },
    "type": "http",
    "method": "POST",
    "bodyType": "json"
  },
  "output": {
    "type": "json",
    "example": {
      "task": "training_outline",
      "summary": "A comprehensive learning plan tailored for a Business Operations Manager at Example Door Company to improve scheduling over six weeks. It includes objectives, modules, exercises, assessments, and deli",
      "artifact": "Illustrative excerpt from a synthetic provider check:\n# Learning and Development Plan for Scheduling Improvement Project\n\n## Audience\nBusiness Operations Manager at Example Door Company\n\n---\n\n## Learning Objectives\n1. Understand the current scheduling process and identify inefficiencies.\n2. Evaluate vendor proposals based on implementation effort, scope clarity, and staff training benefits.\n3. Develop criteria for selecting and managing vendor engagements.\n4. Plan and execute improvements to scheduling processes over a six-week timeline.\n5. Monitor",
      "provenance": {
        "source": "buyer_supplied",
        "generated_at": "2026-09-22T14:42:09.742Z",
        "external_research_performed": false
      },
      "request_id": "example_training_outline",
      "assumptions": [
        "The audience has basic knowledge of business operations and scheduling concepts.",
        "The fictional vendor proposals represent typical options for process improvement."
      ],
      "evidence_gaps": [
        "Current booking volume and customer feedback data.",
        "Vendor references and historical performance outcomes."
      ],
      "requires_human_review": true
    }
  }
}