{
  "ticker": {
    "uuid": "a38354f9-550a-4261-a3a7-ad52e9b828a0",
    "symbol": "AIV",
    "name": "Apartment Investment and Management Co",
    "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": "4a",
    "phase_label": "Stage 4A \u00b7 Breakdown",
    "transition": "stage_4_declining",
    "transition_label": "Stage 4 decline intact",
    "confidence": 96.0,
    "architecture_regime": "downward_expansion",
    "architecture_regime_label": "Downward Expansion",
    "architecture_modifier": "Early contraction",
    "architecture_gate": "down",
    "architecture_direction": -70.166,
    "architecture_energy": 80.094,
    "architecture_maturity": 15.504,
    "architecture_confidence": 81.302,
    "architecture_tenure": "New",
    "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": 6.98,
        "rotation_up": 8.53,
        "upward_expansion": 18.31,
        "deceleration": 37.06,
        "rotation_down": 79.04,
        "downward_expansion": 93.97
      },
      "activity_lines": [
        2.682667,
        2.763818,
        2.842659,
        2.877345
      ],
      "activity_state": "Wide",
      "activity_direction": "Expanding",
      "rotation_direction": "Weakening",
      "price_acceptance": -0.833333
    },
    "latest_close": 2.66,
    "trend_reference": 2.935334,
    "distance_from_trend": -0.0938,
    "trend_direction": "Weakening",
    "fair_value": 2.933492,
    "distance_from_fair_value": -0.093231,
    "fair_value_direction": "Weakening",
    "relative_strength": -19.774182,
    "relative_strength_direction": "Weakening",
    "price_momentum": -0.15215,
    "excess_performance": -0.277775,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.0938,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.021565,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.093231,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.104145,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.197742,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.069377,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.15215,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.758473,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 3905625,
      "relative_activity": 0.588856,
      "balance": 0.758473,
      "dry_up": 0.698425,
      "accumulation_observations": 3,
      "distribution_observations": 2
    },
    "risk": {
      "range_context": 0.047012,
      "annualized_volatility": 0.171228,
      "from_high_reference": -0.165496,
      "from_low_reference": 0.027027
    },
    "levels": {
      "trend_reference": 2.935334,
      "fair_value_reference": 2.933492,
      "structural_low": 2.59,
      "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": 13,
        "median_return": 0.016022,
        "positive_rate": 0.615385,
        "directional_follow_through": 0.307692,
        "median_excess_return": 0.014453,
        "regime_survival": 0.615385,
        "best_return": 0.221486,
        "worst_return": -0.038052,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 5,
        "median_return": 0.058745,
        "positive_rate": 1.0,
        "directional_follow_through": 0.0,
        "median_excess_return": 0.019525,
        "regime_survival": 0.2,
        "best_return": 0.320635,
        "worst_return": 0.022259,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 4,
        "median_return": 0.210657,
        "positive_rate": 1.0,
        "directional_follow_through": 0.0,
        "median_excess_return": 0.038997,
        "regime_survival": 0.0,
        "best_return": 0.240822,
        "worst_return": 0.049114,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 2,
        "median_return": 0.281854,
        "positive_rate": 1.0,
        "directional_follow_through": 0.0,
        "median_excess_return": 0.087774,
        "regime_survival": 0.0,
        "best_return": 0.318112,
        "worst_return": 0.245595,
        "sufficient": false
      }
    ],
    "ledger": [
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        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-01-31",
        "end": "2025-03-14",
        "tenure": "Developing",
        "return": -0.033186,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2025-03-21",
        "end": "2025-04-11",
        "tenure": "New",
        "return": -0.118467,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
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        "end": "2025-06-06",
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        "return": 0.063857,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
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        "tenure": "New",
        "return": 0.056355,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
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        "tenure": "New",
        "return": -0.035632,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
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        "tenure": "New",
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        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-08-29",
        "end": "2025-11-28",
        "tenure": "Established",
        "return": 0.022259,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
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        "end": "2025-12-26",
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        "return": 0.077199,
        "active": false
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      {
        "regime": "rotation_up",
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        "return": -0.00339,
        "active": false
      },
      {
        "regime": "upward_expansion",
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        "return": -0.025253,
        "active": false
      },
      {
        "regime": "deceleration",
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        "active": false
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      {
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      {
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        "active": false
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      {
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        "active": true
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      },
      {
        "date": "2026-04-17",
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      {
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      {
        "date": "2026-06-05",
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      },
      {
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      },
      {
        "date": "2026-07-03",
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      {
        "date": "2026-07-10",
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        "stage": 1,
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      },
      {
        "date": "2026-07-17",
        "close": 2.73,
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        "typical_volume": 8027095.5,
        "trend": 2.982911,
        "fair_value": 2.938657,
        "relative_strength": -16.042095,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -75.454842,
        "energy": 64.567769,
        "activity_lines": [
          2.838,
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          2.910307,
          2.936006
        ]
      },
      {
        "date": "2026-07-24",
        "close": 2.64,
        "volume": 5411707,
        "typical_volume": 7566726.6,
        "trend": 2.965277,
        "fair_value": 2.936484,
        "relative_strength": -17.750423,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -81.455156,
        "energy": 79.485162,
        "activity_lines": [
          2.760667,
          2.834385,
          2.883871,
          2.913883
        ]
      },
      {
        "date": "2026-07-31",
        "close": 2.69,
        "volume": 3611552,
        "typical_volume": 7087425.6,
        "trend": 2.95107,
        "fair_value": 2.935175,
        "relative_strength": -16.532358,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -68.221613,
        "energy": 78.940331,
        "activity_lines": [
          2.717333,
          2.799231,
          2.864064,
          2.896123
        ]
      },
      {
        "date": "2026-08-07",
        "close": 2.66,
        "volume": 3905625,
        "typical_volume": 6632562.35,
        "trend": 2.935334,
        "fair_value": 2.933492,
        "relative_strength": -19.774182,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -70.166494,
        "energy": 80.093876,
        "activity_lines": [
          2.682667,
          2.763818,
          2.842659,
          2.877345
        ]
      }
    ],
    "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."
    }
  }
}