{
  "ticker": {
    "uuid": "9ee1e77e-976f-4731-8179-de3a26edcc35",
    "symbol": "EXPO",
    "name": "Exponent 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": "4c",
    "phase_label": "Stage 4C \u00b7 Repair watch",
    "transition": "stage_4_to_1_watch",
    "transition_label": "Stage 4 \u2192 1 repair watch",
    "confidence": 58.933,
    "architecture_regime": "balance",
    "architecture_regime_label": "Balance",
    "architecture_modifier": "Balance after decline",
    "architecture_gate": "down",
    "architecture_direction": 6.906,
    "architecture_energy": 20.355,
    "architecture_maturity": 9.014,
    "architecture_confidence": 54.378,
    "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": 54.85,
        "rotation_up": 44.57,
        "upward_expansion": 35.98,
        "deceleration": 35.19,
        "rotation_down": 14.8,
        "downward_expansion": 41.98
      },
      "activity_lines": [
        64.902,
        63.028,
        61.688529,
        62.772055
      ],
      "activity_state": "Compressed",
      "activity_direction": "Contracting",
      "rotation_direction": "Improving",
      "price_acceptance": 0.5
    },
    "latest_close": 66.79,
    "trend_reference": 64.984923,
    "distance_from_trend": 0.027777,
    "trend_direction": "Weakening",
    "fair_value": 79.386368,
    "distance_from_fair_value": -0.158672,
    "fair_value_direction": "Improving",
    "relative_strength": -13.309655,
    "relative_strength_direction": "Improving",
    "price_momentum": -0.15495,
    "excess_performance": -0.342404,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.027777,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.046452,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.158672,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.093984,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.133097,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.145698,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.15495,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 1.565046,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 2070918,
      "relative_activity": 0.782565,
      "balance": 1.565046,
      "dry_up": 1.062653,
      "accumulation_observations": 4,
      "distribution_observations": 4
    },
    "risk": {
      "range_context": 0.075482,
      "annualized_volatility": 0.414418,
      "from_high_reference": -0.177224,
      "from_low_reference": 0.293336
    },
    "levels": {
      "trend_reference": 64.984923,
      "fair_value_reference": 79.386368,
      "structural_low": 51.641664,
      "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": 14,
        "median_return": 0.00987,
        "positive_rate": 0.571429,
        "directional_follow_through": 0.571429,
        "median_excess_return": -0.01885,
        "regime_survival": 0.357143,
        "best_return": 0.151409,
        "worst_return": -0.165309,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 8,
        "median_return": -0.040025,
        "positive_rate": 0.25,
        "directional_follow_through": 0.25,
        "median_excess_return": -0.024291,
        "regime_survival": 0.25,
        "best_return": 0.153766,
        "worst_return": -0.191168,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 5,
        "median_return": -0.155598,
        "positive_rate": 0.2,
        "directional_follow_through": 0.2,
        "median_excess_return": -0.297629,
        "regime_survival": 0.2,
        "best_return": 0.087408,
        "worst_return": -0.224432,
        "sufficient": true
      },
      {
        "horizon": "Full cycle",
        "sample_count": 3,
        "median_return": -0.076321,
        "positive_rate": 0.333333,
        "directional_follow_through": 0.333333,
        "median_excess_return": -0.076695,
        "regime_survival": 0.333333,
        "best_return": 0.000837,
        "worst_return": -0.18298,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2024-02-09",
        "end": "2024-02-16",
        "tenure": "New",
        "return": 0.004244,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2024-02-23",
        "end": "2024-03-22",
        "tenure": "Developing",
        "return": 0.034671,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
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        "end": "2024-04-19",
        "tenure": "New",
        "return": -0.042569,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
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        "end": "2024-05-03",
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        "return": -0.009243,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2024-05-10",
        "end": "2024-10-25",
        "tenure": "Established",
        "return": 0.033347,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2024-11-01",
        "end": "2024-11-22",
        "tenure": "New",
        "return": 0.027781,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2024-11-29",
        "end": "2024-12-27",
        "tenure": "Developing",
        "return": -0.091359,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-01-03",
        "end": "2025-11-07",
        "tenure": "Extended",
        "return": -0.197047,
        "active": false
      },
      {
        "regime": "balance",
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        "color": "blue",
        "start": "2025-11-14",
        "end": "2025-12-12",
        "tenure": "Developing",
        "return": 0.057073,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
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        "return": -0.009303,
        "active": false
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      {
        "regime": "balance",
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        "color": "blue",
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        "end": "2026-04-03",
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        "return": -0.047085,
        "active": false
      },
      {
        "regime": "rotation_down",
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        "end": "2026-05-08",
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        "return": -0.060425,
        "active": false
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      {
        "regime": "downward_expansion",
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        "end": "2026-07-24",
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        "return": 0.148155,
        "active": false
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      {
        "regime": "balance",
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        "color": "blue",
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        "end": "2026-08-07",
        "tenure": "New",
        "return": -0.000898,
        "active": true
      }
    ],
    "chart_path": [
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      },
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        "date": "2026-06-05",
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      },
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      },
      {
        "date": "2026-06-26",
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      },
      {
        "date": "2026-07-03",
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      },
      {
        "date": "2026-07-10",
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        "fair_value": 79.941874,
        "relative_strength": -21.462042,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
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        "energy": 19.730937,
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      },
      {
        "date": "2026-07-17",
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        "volume": 2328468,
        "typical_volume": 2605985.1,
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        "fair_value": 79.758147,
        "relative_strength": -16.479324,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -28.90929,
        "energy": 20.679856,
        "activity_lines": [
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      },
      {
        "date": "2026-07-24",
        "close": 61.44,
        "volume": 3035574,
        "typical_volume": 2637769.45,
        "trend": 65.309378,
        "fair_value": 79.605213,
        "relative_strength": -16.535137,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -25.895937,
        "energy": 18.287271,
        "activity_lines": [
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      },
      {
        "date": "2026-07-31",
        "close": 66.85,
        "volume": 3813526,
        "typical_volume": 2710644.95,
        "trend": 65.221452,
        "fair_value": 79.4923,
        "relative_strength": -9.285245,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": 6.655747,
        "energy": 16.166531,
        "activity_lines": [
          63.588667,
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          61.226597,
          62.670859
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      },
      {
        "date": "2026-08-07",
        "close": 66.79,
        "volume": 2070918,
        "typical_volume": 2646322.05,
        "trend": 64.984923,
        "fair_value": 79.386368,
        "relative_strength": -13.309655,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": 6.905846,
        "energy": 20.354916,
        "activity_lines": [
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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."
    }
  }
}