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confidence-engine/tests/fixtures/live-delegation-capability-start-response.json
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{
"success": true,
"summary": "A business owner seeks to delegate routine operational tasks to an existing helper to reduce personal dependency but lacks clarity on task scope, helper capacity, process maturity, and prerequisites for successful delegation.",
"situationGraph": {
"centralStatement": "I am trying to reduce how dependent the business is on me personally.\n\nOne area I am considering is whether some of the routine operational work could be taken on by someone else.\n\nThere is one person who already helps me with parts of this work, but I am not yet sure how much responsibility she could realistically take on.\n\nI want to understand what she could potentially take over, what would still depend on me, and what we would need to know before deciding whether delegation is realistic.",
"nodes": [
{
"id": "n11qobe",
"label": "A business owner seeks to delegate routine operational tasks to an existing helper to reduce personal dependency but lacks clarity on task scope, helper capacity, process maturity, and prerequisites for successful delegation.",
"description": "Summary of the situation from the scenario text",
"kind": "state",
"status": "provisional",
"confidence": "medium",
"value": null,
"unit": null,
"evidenceIds": [],
"dependsOn": [],
"affects": [],
"parentId": null,
"childIds": []
},
{
"id": "nd8mg6d",
"label": "High personal dependency for routine operational work",
"description": "High personal dependency for routine operational work",
"kind": "observation",
"status": "supported",
"confidence": "high",
"value": null,
"unit": null,
"evidenceIds": [
"obs_current_dependency"
],
"dependsOn": [],
"affects": [],
"parentId": null,
"childIds": []
},
{
"id": "nw4q4gb",
"label": "One person already assists with parts of the work, but capacity and scope remain unverified",
"description": "One person already assists with parts of the work, but capacity and scope remain unverified",
"kind": "observation",
"status": "supported",
"confidence": "high",
"value": null,
"unit": null,
"evidenceIds": [
"obs_helper_status"
],
"dependsOn": [],
"affects": [],
"parentId": null,
"childIds": []
},
{
"id": "np8rdyo",
"label": "Business owner seeking reduced personal dependency and evaluating delegation feasibility",
"description": "Business owner seeking reduced personal dependency and evaluating delegation feasibility",
"kind": "observation",
"status": "supported",
"confidence": "high",
"value": null,
"unit": null,
"evidenceIds": [],
"dependsOn": [],
"affects": [],
"parentId": null,
"childIds": []
},
{
"id": "nj04nws",
"label": "Existing staff member providing partial, undefined assistance with routine operations",
"description": "Existing staff member providing partial, undefined assistance with routine operations",
"kind": "observation",
"status": "supported",
"confidence": "high",
"value": null,
"unit": null,
"evidenceIds": [],
"dependsOn": [],
"affects": [],
"parentId": null,
"childIds": []
},
{
"id": "n5wroxx",
"label": "Routine operational work currently reliant on the business owner",
"description": "Routine operational work currently reliant on the business owner",
"kind": "metric",
"status": "known",
"confidence": "high",
"value": null,
"unit": null,
"evidenceIds": [],
"dependsOn": [],
"affects": [],
"parentId": null,
"childIds": []
},
{
"id": "nfaichw",
"label": "Unformed structure for task allocation, authority transfer, and performance monitoring",
"description": "Unformed structure for task allocation, authority transfer, and performance monitoring",
"kind": "metric",
"status": "known",
"confidence": "medium",
"value": null,
"unit": null,
"evidenceIds": [],
"dependsOn": [],
"affects": [],
"parentId": null,
"childIds": []
},
{
"id": "n9ktdvc",
"label": "Specific definition and complexity of tasks that could be taken over versus those requiring owner involvement",
"description": "Specific definition and complexity of tasks that could be taken over versus those requiring owner involvement",
"kind": "unknown",
"status": "unknown",
"confidence": "high",
"value": null,
"unit": null,
"evidenceIds": [],
"dependsOn": [
"n8702cl",
"nn874z6",
"nvsw2l4",
"nigx5v9"
],
"affects": [],
"parentId": null,
"childIds": []
},
{
"id": "ng2mp4g",
"label": "Exact time capacity, skill prerequisites, training needs, and authority level the helper possesses or can develop",
"description": "Exact time capacity, skill prerequisites, training needs, and authority level the helper possesses or can develop",
"kind": "unknown",
"status": "unknown",
"confidence": "high",
"value": null,
"unit": null,
"evidenceIds": [],
"dependsOn": [],
"affects": [],
"parentId": null,
"childIds": []
},
{
"id": "n4o75kk",
"label": "Required documentation standards, process maturity, risk controls, and onboarding steps needed before delegation is viable",
"description": "Required documentation standards, process maturity, risk controls, and onboarding steps needed before delegation is viable",
"kind": "unknown",
"status": "unknown",
"confidence": "high",
"value": null,
"unit": null,
"evidenceIds": [],
"dependsOn": [],
"affects": [],
"parentId": null,
"childIds": []
},
{
"id": "n8702cl",
"label": "Customer segmentation impact on task delegation thresholds",
"description": "The specific complexity criteria that determine which customer types allow tasks to be fully taken over versus those requiring owner oversight.",
"kind": "unknown",
"status": "unknown",
"confidence": "medium",
"value": null,
"unit": null,
"evidenceIds": [],
"dependsOn": [],
"affects": [],
"parentId": "n9ktdvc",
"childIds": [
"n9ktdvc"
]
},
{
"id": "nn874z6",
"label": "Team capability constraints on task handoff boundaries",
"description": "The extent to which current skill levels and bandwidth dictate the limit of delegable tasks versus those needing direct involvement.",
"kind": "unknown",
"status": "unknown",
"confidence": "medium",
"value": null,
"unit": null,
"evidenceIds": [],
"dependsOn": [],
"affects": [],
"parentId": "n9ktdvc",
"childIds": [
"n9ktdvc"
]
},
{
"id": "nvsw2l4",
"label": "Role clarity requirements for responsibility distribution",
"description": "The specific points where ambiguous task definitions force a shift from delegated execution back to owner-led intervention.",
"kind": "unknown",
"status": "unknown",
"confidence": "medium",
"value": null,
"unit": null,
"evidenceIds": [],
"dependsOn": [],
"affects": [],
"parentId": "n9ktdvc",
"childIds": [
"n9ktdvc"
]
},
{
"id": "nigx5v9",
"label": "Time sensitivity factors in task automation feasibility",
"description": "The degree to which response speed and deadline constraints prevent certain tasks from being safely taken over.",
"kind": "unknown",
"status": "unknown",
"confidence": "medium",
"value": null,
"unit": null,
"evidenceIds": [],
"dependsOn": [],
"affects": [],
"parentId": "n9ktdvc",
"childIds": [
"n9ktdvc"
]
}
],
"edges": [
{
"id": "e-sum-nd8mg6d",
"fromNodeId": "nd8mg6d",
"toNodeId": "n11qobe",
"relationship": "supports",
"confidence": "high",
"description": "High personal dependency for routine operational work supports the summary"
},
{
"id": "e-sum-nw4q4gb",
"fromNodeId": "nw4q4gb",
"toNodeId": "n11qobe",
"relationship": "supports",
"confidence": "high",
"description": "One person already assists with parts of the work, but capacity and scope remain unverified supports the summary"
},
{
"id": "e-sum-np8rdyo",
"fromNodeId": "np8rdyo",
"toNodeId": "n11qobe",
"relationship": "supports",
"confidence": "high",
"description": "Business owner seeking reduced personal dependency and evaluating delegation feasibility supports the summary"
},
{
"id": "e-sum-nj04nws",
"fromNodeId": "nj04nws",
"toNodeId": "n11qobe",
"relationship": "supports",
"confidence": "high",
"description": "Existing staff member providing partial, undefined assistance with routine operations supports the summary"
},
{
"id": "e-unk-n9ktdvc",
"fromNodeId": "n9ktdvc",
"toNodeId": "n11qobe",
"relationship": "depends_on",
"confidence": "high",
"description": "Specific definition and complexity of tasks that could be taken over versus those requiring owner involvement is an unresolved factor for this situation"
},
{
"id": "e-unk-ng2mp4g",
"fromNodeId": "ng2mp4g",
"toNodeId": "n11qobe",
"relationship": "depends_on",
"confidence": "high",
"description": "Exact time capacity, skill prerequisites, training needs, and authority level the helper possesses or can develop is an unresolved factor for this situation"
},
{
"id": "e-unk-n4o75kk",
"fromNodeId": "n4o75kk",
"toNodeId": "n11qobe",
"relationship": "depends_on",
"confidence": "high",
"description": "Required documentation standards, process maturity, risk controls, and onboarding steps needed before delegation is viable is an unresolved factor for this situation"
},
{
"id": "e-n8702c-n9ktdv",
"fromNodeId": "n8702cl",
"toNodeId": "n9ktdvc",
"relationship": "depends_on",
"confidence": "medium",
"description": "This child unknown must be investigated before the broader parent explanation can be resolved."
},
{
"id": "e-nn874z-n9ktdv",
"fromNodeId": "nn874z6",
"toNodeId": "n9ktdvc",
"relationship": "depends_on",
"confidence": "medium",
"description": "This child unknown must be investigated before the broader parent explanation can be resolved."
},
{
"id": "e-nvsw2l-n9ktdv",
"fromNodeId": "nvsw2l4",
"toNodeId": "n9ktdvc",
"relationship": "depends_on",
"confidence": "medium",
"description": "This child unknown must be investigated before the broader parent explanation can be resolved."
},
{
"id": "e-nigx5v-n9ktdv",
"fromNodeId": "nigx5v9",
"toNodeId": "n9ktdvc",
"relationship": "depends_on",
"confidence": "medium",
"description": "This child unknown must be investigated before the broader parent explanation can be resolved."
}
],
"activeUnknownNodeId": "n8702cl",
"resolvedNodeIds": [],
"currentSummary": "Nodes: 1 state, 4 observation, 2 metric, 7 unknown | Edges: 11 total | Unknowns: 7 unresolved",
"reasoningState": {
"comparabilityStatus": "confirmed",
"comparabilityReason": "The observations are not competing like-for-like measurements.",
"comparabilityEvidence": [],
"relationshipStatus": "insufficient_information",
"relationshipReason": "There is not enough structure to classify the relationship safely.",
"relationshipAssessed": true,
"contradictionReasoningAllowed": false,
"reasoningStages": [
{
"stage": "comparability",
"status": "confirmed",
"outcome": "The observations are not competing like-for-like measurements."
},
{
"stage": "relationship",
"status": "insufficient_information",
"outcome": "There is not enough structure to classify the relationship safely."
}
]
}
},
"selectedQuestion": null
}
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