{
  "schema_version": "1.0",
  "study_id": "sxf-enterprise-agent-economics-2026-10",
  "study_as_of": "2026-10-10",
  "evidence_class": "Deterministic hypothetical sensitivity analysis; not measured model accuracy, observed outcomes, deployment ROI, forecast or probability",
  "protocol": {
    "variables": [
      "accepted_success_rate",
      "human_review_fraction",
      "value_realization_fraction"
    ],
    "deltas_absolute_percentage_points": [
      -10,
      -5,
      0,
      5,
      10
    ],
    "clamp_fraction_to": [
      0,
      1
    ],
    "combinations_per_case": 125,
    "interpretation": "All grid combinations are equally enumerated, NOT sampled from a measured probability distribution.",
    "volume_scenarios": [
      0.5,
      2
    ],
    "volume_assumption": "Per-task usage scales linearly; implementation and monthly fixed costs remain unchanged.",
    "prices": "Historical Standard text input/output rates effective on study_as_of; assumes no prompt caching or extra vendor tiers."
  },
  "cases": [
    {
      "id": "support",
      "name": "Customer support triage",
      "model_id": "gpt-6-luna",
      "base_roi_pct": 82.9,
      "base_cost_per_accepted_usd": 1.24,
      "grid": {
        "combinations": 125,
        "minimum_roi_pct": 9.6,
        "median_roi_pct": 82.9,
        "maximum_roi_pct": 211.6,
        "nonnegative_combinations": 125
      },
      "one_factor_10_percentage_points": {
        "accepted_success_rate": {
          "minus_10pp_roi": 60.6,
          "plus_10pp_roi": 105.2
        },
        "human_review_fraction": {
          "minus_10pp_roi": 140.7,
          "plus_10pp_roi": 47.5
        },
        "value_realization_fraction": {
          "minus_10pp_roi": 54.7,
          "plus_10pp_roi": 111
        }
      },
      "volume": {
        "half_base_tasks_roi_pct": 21.5,
        "double_base_tasks_roi_pct": 144.6
      }
    },
    {
      "id": "documents",
      "name": "Invoice and document processing",
      "model_id": "claude-sonnet-5",
      "base_roi_pct": -2.8,
      "base_cost_per_accepted_usd": 6.34,
      "grid": {
        "combinations": 125,
        "minimum_roi_pct": -35.8,
        "median_roi_pct": -2.8,
        "maximum_roi_pct": 42.1,
        "nonnegative_combinations": 53
      },
      "one_factor_10_percentage_points": {
        "accepted_success_rate": {
          "minus_10pp_roi": -13.6,
          "plus_10pp_roi": 8
        },
        "human_review_fraction": {
          "minus_10pp_roi": 8.2,
          "plus_10pp_roi": -11.8
        },
        "value_realization_fraction": {
          "minus_10pp_roi": -20.5,
          "plus_10pp_roi": 14.9
        }
      },
      "volume": {
        "half_base_tasks_roi_pct": -38.6,
        "double_base_tasks_roi_pct": 37.1
      }
    },
    {
      "id": "research",
      "name": "Research and evidence synthesis",
      "model_id": "gpt-6-sol",
      "base_roi_pct": -37.8,
      "base_cost_per_accepted_usd": 34.81,
      "grid": {
        "combinations": 125,
        "minimum_roi_pct": -59.6,
        "median_roi_pct": -38.2,
        "maximum_roi_pct": -9.5,
        "nonnegative_combinations": 0
      },
      "one_factor_10_percentage_points": {
        "accepted_success_rate": {
          "minus_10pp_roi": -46.4,
          "plus_10pp_roi": -29.1
        },
        "human_review_fraction": {
          "minus_10pp_roi": -33.8,
          "plus_10pp_roi": -41.3
        },
        "value_realization_fraction": {
          "minus_10pp_roi": -50.2,
          "plus_10pp_roi": -25.3
        }
      },
      "volume": {
        "half_base_tasks_roi_pct": -59.8,
        "double_base_tasks_roi_pct": -14.2
      }
    }
  ]
}