{
  "ticker": {
    "uuid": "671d150c-1ae9-42f6-8fc8-bf49fbbb5fa2",
    "symbol": "VTSI",
    "name": "VirTra Inc",
    "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": 4,
    "stage_name": "Declining",
    "phase": "4b",
    "phase_label": "Stage 4B \u00b7 Declining",
    "transition": "stage_4_declining",
    "transition_label": "Stage 4 decline intact",
    "confidence": 96.0,
    "architecture_regime": "downward_expansion",
    "architecture_regime_label": "Downward Expansion",
    "architecture_modifier": "Established contraction",
    "architecture_gate": "down",
    "architecture_direction": -65.035,
    "architecture_energy": 49.772,
    "architecture_maturity": 100.0,
    "architecture_confidence": 96,
    "architecture_tenure": "Extended",
    "architecture": {
      "interpretation": {
        "headline": "The weekly architecture is expanding downward.",
        "body": "Trend and Activity show sustained negative alignment with weak price acceptance. Repair requires persistent improvement across the structure, not merely one strong observation."
      },
      "scores": {
        "balance": 7.66,
        "rotation_up": 26.01,
        "upward_expansion": 7.63,
        "deceleration": 50.01,
        "rotation_down": 54.36,
        "downward_expansion": 83.3
      },
      "activity_lines": [
        3.095667,
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        3.366881,
        3.584462
      ],
      "activity_state": "Wide",
      "activity_direction": "Stable",
      "rotation_direction": "Improving",
      "price_acceptance": -0.833333
    },
    "latest_close": 3.05,
    "trend_reference": 3.895333,
    "distance_from_trend": -0.217012,
    "trend_direction": "Weakening",
    "fair_value": 6.512692,
    "distance_from_fair_value": -0.531684,
    "fair_value_direction": "Weakening",
    "relative_strength": -41.375899,
    "relative_strength_direction": "Weakening",
    "price_momentum": -0.352442,
    "excess_performance": -0.539895,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.217012,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.119068,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.531684,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.143326,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.413759,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.073612,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.352442,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.280982,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 129184,
      "relative_activity": 0.445505,
      "balance": 0.280982,
      "dry_up": 0.617167,
      "accumulation_observations": 0,
      "distribution_observations": 2
    },
    "risk": {
      "range_context": 0.11453,
      "annualized_volatility": 0.538779,
      "from_high_reference": -0.580468,
      "from_low_reference": 0.059028
    },
    "levels": {
      "trend_reference": 3.895333,
      "fair_value_reference": 6.512692,
      "structural_low": 2.88,
      "invalidation": "Reclaiming a flat-to-rising Trend with improving relative strength is required before the declining diagnosis is repaired."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 32,
        "median_return": -0.018477,
        "positive_rate": 0.40625,
        "directional_follow_through": 0.59375,
        "median_excess_return": -0.00786,
        "regime_survival": 0.8125,
        "best_return": 0.582599,
        "worst_return": -0.276392,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 12,
        "median_return": -0.092788,
        "positive_rate": 0.416667,
        "directional_follow_through": 0.583333,
        "median_excess_return": -0.059492,
        "regime_survival": 0.583333,
        "best_return": 1.502203,
        "worst_return": -0.235152,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 7,
        "median_return": -0.030405,
        "positive_rate": 0.428571,
        "directional_follow_through": 0.571429,
        "median_excess_return": -0.062182,
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        "best_return": 1.907489,
        "worst_return": -0.291729,
        "sufficient": true
      },
      {
        "horizon": "Full cycle",
        "sample_count": 3,
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        "positive_rate": 0.333333,
        "directional_follow_through": 0.666667,
        "median_excess_return": 0.01008,
        "regime_survival": 0.333333,
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        "worst_return": -0.245113,
        "sufficient": false
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        "regime": "upward_expansion",
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      {
        "regime": "deceleration",
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        "regime": "downward_expansion",
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        "date": "2026-05-01",
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        "date": "2026-05-08",
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        "date": "2026-05-15",
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      },
      {
        "date": "2026-05-22",
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        "date": "2026-05-29",
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        "date": "2026-06-05",
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      },
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      },
      {
        "date": "2026-07-03",
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        "fair_value": 6.639712,
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      },
      {
        "date": "2026-07-10",
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        "fair_value": 6.610994,
        "relative_strength": -44.867714,
        "stage": 4,
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        "modifier": "Established contraction",
        "gate": "down",
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        "energy": 63.70778,
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      },
      {
        "date": "2026-07-17",
        "close": 3.1,
        "volume": 231275,
        "typical_volume": 292431.9,
        "trend": 4.043167,
        "fair_value": 6.582853,
        "relative_strength": -41.549641,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -66.843128,
        "energy": 71.255461,
        "activity_lines": [
          3.141333,
          3.236545,
          3.541619,
          3.758022
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      },
      {
        "date": "2026-07-24",
        "close": 3.175,
        "volume": 207724,
        "typical_volume": 293773.8,
        "trend": 4.003,
        "fair_value": 6.558269,
        "relative_strength": -38.17502,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -63.415017,
        "energy": 63.543972,
        "activity_lines": [
          3.137667,
          3.216182,
          3.485071,
          3.702011
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      },
      {
        "date": "2026-07-31",
        "close": 3.09,
        "volume": 147662,
        "typical_volume": 292983.55,
        "trend": 3.959,
        "fair_value": 6.535449,
        "relative_strength": -38.89031,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -63.895085,
        "energy": 54.387808,
        "activity_lines": [
          3.117333,
          3.181,
          3.425024,
          3.643108
        ]
      },
      {
        "date": "2026-08-07",
        "close": 3.05,
        "volume": 129184,
        "typical_volume": 289972.05,
        "trend": 3.895333,
        "fair_value": 6.512692,
        "relative_strength": -41.375899,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -65.035481,
        "energy": 49.772248,
        "activity_lines": [
          3.095667,
          3.145455,
          3.366881,
          3.584462
        ]
      }
    ],
    "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."
    }
  }
}