{
  "ticker": {
    "uuid": "7c046804-2e3f-4937-b65d-d75f3a045935",
    "symbol": "VSEC",
    "name": "VSE Corporation",
    "exchange": "NASDAQ",
    "country": "US",
    "assetType": "equity"
  },
  "methodBoundary": "Trend Architecture is a weekly structural classification, not a forecast, probability of return, recommendation or execution signal. Confidence measures geometric agreement and external confirmation only.",
  "analysis": {
    "eligible": true,
    "as_of": "2026-08-07",
    "benchmark": "QQQ",
    "stage": 2,
    "stage_name": "Advancing",
    "phase": "2a",
    "phase_label": "Stage 2A \u00b7 Early advance",
    "transition": "stage_2_healthy",
    "transition_label": "Stage 2 trend intact",
    "confidence": 96.0,
    "architecture_regime": "balance",
    "architecture_regime_label": "Balance",
    "architecture_modifier": "Upper balance after advance",
    "architecture_gate": "mixed",
    "architecture_direction": 12.859,
    "architecture_energy": 10.638,
    "architecture_maturity": 24.554,
    "architecture_confidence": 60.524,
    "architecture_tenure": "New",
    "architecture": {
      "interpretation": {
        "headline": "Directional pressure has compressed into balance.",
        "body": "Trend and Activity are compressed into balance, so neither side has durable control. Prior structure and the next directional change provide context; balance alone is not assumed to be a base."
      },
      "scores": {
        "balance": 61.04,
        "rotation_up": 26.55,
        "upward_expansion": 31.98,
        "deceleration": 64.94,
        "rotation_down": 39.7,
        "downward_expansion": 22.98
      },
      "activity_lines": [
        204.34243,
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        201.060354,
        199.641604
      ],
      "activity_state": "Compressed",
      "activity_direction": "Contracting",
      "rotation_direction": "Weakening",
      "price_acceptance": 0.0
    },
    "latest_close": 218.18,
    "trend_reference": 200.438044,
    "distance_from_trend": 0.088516,
    "trend_direction": "Improving",
    "fair_value": 122.829173,
    "distance_from_fair_value": 0.776288,
    "fair_value_direction": "Improving",
    "relative_strength": 1.677125,
    "relative_strength_direction": "Improving",
    "price_momentum": 0.09144,
    "excess_performance": -0.096013,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.088516,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.051524,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.776288,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.02953,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": true,
        "value": 0.016771,
        "read": "Leading"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.076571,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.09144,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 1.37726,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 2593903,
      "relative_activity": 1.056543,
      "balance": 1.37726,
      "dry_up": 0.87986,
      "accumulation_observations": 3,
      "distribution_observations": 2
    },
    "risk": {
      "range_context": 0.112587,
      "annualized_volatility": 0.653858,
      "from_high_reference": -0.092588,
      "from_low_reference": 0.432443
    },
    "levels": {
      "trend_reference": 200.438044,
      "fair_value_reference": 122.829173,
      "structural_low": 156.215,
      "invalidation": "A sustained loss of Trend, followed by flattening structure and weakening relative strength, challenges the advancing diagnosis."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 8,
        "median_return": 0.084337,
        "positive_rate": 0.75,
        "directional_follow_through": 0.75,
        "median_excess_return": 0.038006,
        "regime_survival": 0.375,
        "best_return": 0.284548,
        "worst_return": -0.111251,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 5,
        "median_return": 0.137382,
        "positive_rate": 0.8,
        "directional_follow_through": 0.8,
        "median_excess_return": 0.051561,
        "regime_survival": 0.2,
        "best_return": 0.310632,
        "worst_return": -0.138281,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 3,
        "median_return": 0.294317,
        "positive_rate": 0.666667,
        "directional_follow_through": 0.666667,
        "median_excess_return": 0.168245,
        "regime_survival": 0.0,
        "best_return": 0.301149,
        "worst_return": -0.16087,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 2,
        "median_return": 0.343818,
        "positive_rate": 1.0,
        "directional_follow_through": 1.0,
        "median_excess_return": 0.258063,
        "regime_survival": 0.0,
        "best_return": 0.618374,
        "worst_return": 0.069263,
        "sufficient": false
      }
    ],
    "ledger": [
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        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2024-02-16",
        "end": "2024-08-09",
        "tenure": "Established",
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        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
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        "end": "2024-10-18",
        "tenure": "Developing",
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      {
        "regime": "upward_expansion",
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      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
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        "end": "2025-03-07",
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        "return": 0.202652,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
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        "return": 0.113164,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
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        "tenure": "New",
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        "active": false
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      {
        "regime": "deceleration",
        "label": "Deceleration",
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        "active": false
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        "regime": "balance",
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      },
      {
        "date": "2026-04-17",
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      },
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        "date": "2026-07-03",
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      },
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        "fair_value": 118.997477,
        "relative_strength": -0.962957,
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      },
      {
        "date": "2026-07-17",
        "close": 199.61,
        "volume": 2531664,
        "typical_volume": 2896330.95,
        "trend": 198.894846,
        "fair_value": 119.947521,
        "relative_strength": -2.667521,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "mixed",
        "direction": 26.77697,
        "energy": 35.462357,
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          213.224077,
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        ]
      },
      {
        "date": "2026-07-24",
        "close": 195.42,
        "volume": 1827629,
        "typical_volume": 2877262.4,
        "trend": 199.431337,
        "fair_value": 120.864177,
        "relative_strength": -3.440435,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "mixed",
        "direction": 7.267343,
        "energy": 10.831335,
        "activity_lines": [
          206.229587,
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      },
      {
        "date": "2026-07-31",
        "close": 194.39,
        "volume": 1687321,
        "typical_volume": 2780485.7,
        "trend": 199.87255,
        "fair_value": 121.770996,
        "relative_strength": -4.585371,
        "stage": 2,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "mixed",
        "direction": -3.097446,
        "energy": 7.883206,
        "activity_lines": [
          200.471269,
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          198.829959,
          198.460478
        ]
      },
      {
        "date": "2026-08-07",
        "close": 218.18,
        "volume": 2593903,
        "typical_volume": 2455084.2,
        "trend": 200.438044,
        "fair_value": 122.829173,
        "relative_strength": 1.677125,
        "stage": 2,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "mixed",
        "direction": 12.859269,
        "energy": 10.637653,
        "activity_lines": [
          204.34243,
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      }
    ],
    "method": {
      "price_basis": "completed market observations",
      "trend": "Trend provides the primary directional reference.",
      "fair_value": "Fair Value provides long-term price context and is not a forecast or target.",
      "relative_strength": "Relative Strength shows leadership or lagging performance against the market benchmark.",
      "classification": "The SM framework combines Trend, Activity, Fair Value, Relative Strength and participation into a structural read."
    }
  }
}