{
  "ticker": {
    "uuid": "2612ffca-f269-4f2a-9eec-e0b6f41e8b9b",
    "symbol": "FICO",
    "name": "Fair Isaac Corporation",
    "exchange": "NYSE",
    "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": "SPY",
    "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": "balance",
    "architecture_regime_label": "Balance",
    "architecture_modifier": "Balance after decline",
    "architecture_gate": "down",
    "architecture_direction": -45.998,
    "architecture_energy": 24.242,
    "architecture_maturity": 37.709,
    "architecture_confidence": 68.444,
    "architecture_tenure": "Developing",
    "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": 37.28,
        "rotation_up": 18.85,
        "upward_expansion": 18.66,
        "deceleration": 53.58,
        "rotation_down": 50.5,
        "downward_expansion": 59.32
      },
      "activity_lines": [
        1145.074,
        1174.460364,
        1162.777143,
        1167.815656
      ],
      "activity_state": "Compressed",
      "activity_direction": "Contracting",
      "rotation_direction": "Weakening",
      "price_acceptance": 0.166667
    },
    "latest_close": 1041.4,
    "trend_reference": 1214.461,
    "distance_from_trend": -0.1425,
    "trend_direction": "Weakening",
    "fair_value": 1495.016346,
    "distance_from_fair_value": -0.303419,
    "fair_value_direction": "Weakening",
    "relative_strength": -34.098648,
    "relative_strength_direction": "Improving",
    "price_momentum": -0.25133,
    "excess_performance": -0.376955,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.1425,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.136369,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.303419,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.072679,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.340986,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.007724,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.25133,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.722016,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 2127298,
      "relative_activity": 1.251113,
      "balance": 0.722016,
      "dry_up": 1.09064,
      "accumulation_observations": 1,
      "distribution_observations": 3
    },
    "risk": {
      "range_context": 0.133086,
      "annualized_volatility": 0.649331,
      "from_high_reference": -0.478781,
      "from_low_reference": 0.196998
    },
    "levels": {
      "trend_reference": 1214.461,
      "fair_value_reference": 1495.016346,
      "structural_low": 870.01,
      "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": 11,
        "median_return": 0.033638,
        "positive_rate": 0.545455,
        "directional_follow_through": 0.545455,
        "median_excess_return": 0.005733,
        "regime_survival": 0.363636,
        "best_return": 0.427174,
        "worst_return": -0.167479,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 6,
        "median_return": -0.14007,
        "positive_rate": 0.333333,
        "directional_follow_through": 0.333333,
        "median_excess_return": -0.154645,
        "regime_survival": 0.0,
        "best_return": 0.564994,
        "worst_return": -0.315003,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 4,
        "median_return": -0.153215,
        "positive_rate": 0.25,
        "directional_follow_through": 0.25,
        "median_excess_return": -0.310439,
        "regime_survival": 0.25,
        "best_return": 0.442727,
        "worst_return": -0.397289,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 3,
        "median_return": -0.200744,
        "positive_rate": 0.333333,
        "directional_follow_through": 0.333333,
        "median_excess_return": -0.105885,
        "regime_survival": 0.0,
        "best_return": 0.924936,
        "worst_return": -0.485369,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2025-01-03",
        "end": "2025-01-24",
        "tenure": "New",
        "return": -0.077004,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2025-01-31",
        "end": "2025-03-14",
        "tenure": "Developing",
        "return": -0.039316,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-03-21",
        "end": "2025-04-18",
        "tenure": "Developing",
        "return": 0.029893,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
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        "end": "2025-05-09",
        "tenure": "New",
        "return": 0.069615,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
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        "end": "2025-05-23",
        "tenure": "New",
        "return": -0.230497,
        "active": false
      },
      {
        "regime": "balance",
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        "end": "2025-07-11",
        "tenure": "Developing",
        "return": -0.105458,
        "active": false
      },
      {
        "regime": "downward_expansion",
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        "end": "2025-10-03",
        "tenure": "Developing",
        "return": 0.200458,
        "active": false
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      {
        "regime": "balance",
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        "active": false
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      {
        "regime": "rotation_up",
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        "tenure": "New",
        "return": 0.031753,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
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        "end": "2026-01-09",
        "tenure": "New",
        "return": -0.047414,
        "active": false
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        "regime": "balance",
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        "return": -0.014357,
        "active": false
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      {
        "regime": "rotation_down",
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        "return": 0.008769,
        "active": false
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      {
        "regime": "downward_expansion",
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        "end": "2026-06-05",
        "tenure": "Established",
        "return": 0.005401,
        "active": false
      },
      {
        "regime": "balance",
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        "active": true
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      {
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      },
      {
        "date": "2026-07-24",
        "close": 1237.37,
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        "fair_value": 1492.046859,
        "relative_strength": -19.193899,
        "stage": 4,
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      },
      {
        "date": "2026-07-31",
        "close": 1122.97,
        "volume": 3034267,
        "typical_volume": 1692830.3,
        "trend": 1235.265333,
        "fair_value": 1493.854231,
        "relative_strength": -26.956514,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -18.82143,
        "energy": 11.548707,
        "activity_lines": [
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      },
      {
        "date": "2026-08-07",
        "close": 1041.4,
        "volume": 2127298,
        "typical_volume": 1700324.0,
        "trend": 1214.461,
        "fair_value": 1495.016346,
        "relative_strength": -34.098648,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -45.99795,
        "energy": 24.242286,
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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."
    }
  }
}