{
  "ticker": {
    "uuid": "c0b91b42-f8af-435d-8e2e-448165b61750",
    "symbol": "POSADASA",
    "name": "Grupo Posadas, S.A.B. de C.V.",
    "exchange": "MEX",
    "country": "MX",
    "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": "^MXX",
    "stage": 1,
    "stage_name": "Basing",
    "phase": "1b",
    "phase_label": "Stage 1B \u00b7 Basing",
    "transition": "stage_1_building",
    "transition_label": "Base still building",
    "confidence": 49.475,
    "architecture_regime": "deceleration",
    "architecture_regime_label": "Deceleration",
    "architecture_modifier": "Momentum cooling",
    "architecture_gate": "mixed",
    "architecture_direction": -32.897,
    "architecture_energy": 42.485,
    "architecture_maturity": 36.089,
    "architecture_confidence": 71.335,
    "architecture_tenure": "Developing",
    "architecture": {
      "interpretation": {
        "headline": "The upward structure remains, but its energy is decelerating.",
        "body": "Trend remains positive, but Activity or price acceptance is losing strength. This can become a healthy recompression, a re-acceleration, or a Rotation Down."
      },
      "scores": {
        "balance": 41.66,
        "rotation_up": 14.41,
        "upward_expansion": 20.26,
        "deceleration": 55.99,
        "rotation_down": 67.03,
        "downward_expansion": 47.6
      },
      "activity_lines": [
        28.493334,
        28.772727,
        29.067772,
        28.904177
      ],
      "activity_state": "Compressed",
      "activity_direction": "Expanding",
      "rotation_direction": "Weakening",
      "price_acceptance": -0.666667
    },
    "latest_close": 28.200001,
    "trend_reference": 28.589245,
    "distance_from_trend": -0.013615,
    "trend_direction": "Improving",
    "fair_value": 27.039421,
    "distance_from_fair_value": 0.042922,
    "fair_value_direction": "Weakening",
    "relative_strength": -2.380931,
    "relative_strength_direction": "Improving",
    "price_momentum": 0.026357,
    "excess_performance": 0.081023,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.013615,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.013452,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.042922,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.064175,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.023809,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.029615,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.026357,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.245915,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 0,
      "relative_activity": 0.0,
      "balance": 0.245915,
      "dry_up": 0.463882,
      "accumulation_observations": 0,
      "distribution_observations": 1
    },
    "risk": {
      "range_context": 0.0225,
      "annualized_volatility": 0.068146,
      "from_high_reference": -0.216667,
      "from_low_reference": 0.037553
    },
    "levels": {
      "trend_reference": 28.589245,
      "fair_value_reference": 27.039421,
      "structural_low": 27.475832,
      "invalidation": "A renewed decline below the structural range low, widening the discount to current Fair Value while Trend falls, weakens the base diagnosis."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 14,
        "median_return": -0.000885,
        "positive_rate": 0.285714,
        "directional_follow_through": 0.285714,
        "median_excess_return": -0.032245,
        "regime_survival": 0.571429,
        "best_return": 0.06746,
        "worst_return": -0.060077,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 6,
        "median_return": 0.003497,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": 0.025048,
        "regime_survival": 0.0,
        "best_return": 0.120543,
        "worst_return": -0.029463,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 6,
        "median_return": 0.005214,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": 0.066907,
        "regime_survival": 0.5,
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        "worst_return": -0.109687,
        "sufficient": true
      },
      {
        "horizon": "Full cycle",
        "sample_count": 4,
        "median_return": -0.012438,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": -0.021386,
        "regime_survival": 0.25,
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        "worst_return": -0.081197,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "balance",
        "label": "Balance",
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        "tenure": "New",
        "return": 0.0,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2024-02-23",
        "end": "2024-06-14",
        "tenure": "Established",
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        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
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        "end": "2024-08-23",
        "tenure": "Developing",
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        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2024-08-30",
        "end": "2025-03-21",
        "tenure": "Extended",
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        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
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        "tenure": "Developing",
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        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
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        "end": "2025-08-01",
        "tenure": "Developing",
        "return": 0.019856,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
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        "end": "2025-10-10",
        "tenure": "Developing",
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        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
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        "return": 0.0,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
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        "end": "2025-12-12",
        "tenure": "New",
        "return": 0.018182,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
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        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
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        "end": "2026-02-27",
        "tenure": "Developing",
        "return": 0.01295,
        "active": false
      },
      {
        "regime": "balance",
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        "active": false
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      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
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        "return": 0.029549,
        "active": false
      },
      {
        "regime": "deceleration",
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        "end": "2026-08-07",
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        "active": true
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    ],
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        "volume": 493,
        "typical_volume": 19475.6,
        "trend": 27.834929,
        "fair_value": 26.640243,
        "relative_strength": -7.297261,
        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 98.521334,
        "energy": 99.335555,
        "activity_lines": [
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        ]
      },
      {
        "date": "2026-05-01",
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        "typical_volume": 615.85,
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        "stage": 3,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
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        "energy": 99.448544,
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        ]
      },
      {
        "date": "2026-05-08",
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        "trend": 27.939364,
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        "relative_strength": -5.342448,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
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        "direction": 98.286963,
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        ]
      },
      {
        "date": "2026-05-15",
        "close": 29.650179,
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        "typical_volume": 628.5,
        "trend": 28.021725,
        "fair_value": 26.724315,
        "relative_strength": -2.24932,
        "stage": 2,
        "regime": "upward_expansion",
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        "energy": 98.911165,
        "activity_lines": [
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      },
      {
        "date": "2026-05-22",
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        "volume": 0,
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        "relative_strength": -1.486697,
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        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 96.9449,
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        "activity_lines": [
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      },
      {
        "date": "2026-05-29",
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        "volume": 1503,
        "typical_volume": 688.65,
        "trend": 28.20977,
        "fair_value": 26.794055,
        "relative_strength": -1.641464,
        "stage": 2,
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      },
      {
        "date": "2026-06-05",
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        "volume": 0,
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        "fair_value": 26.829876,
        "relative_strength": 2.13591,
        "stage": 2,
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      },
      {
        "date": "2026-06-12",
        "close": 30.0,
        "volume": 0,
        "typical_volume": 626.9,
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        "fair_value": 26.863796,
        "relative_strength": -0.37822,
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        "regime": "upward_expansion",
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      },
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      },
      {
        "date": "2026-06-26",
        "close": 29.299999,
        "volume": 0,
        "typical_volume": 626.9,
        "trend": 28.527662,
        "fair_value": 26.909357,
        "relative_strength": -0.895803,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 48.241897,
        "energy": 36.873209,
        "activity_lines": [
          29.579999,
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      },
      {
        "date": "2026-07-03",
        "close": 29.0,
        "volume": 0,
        "typical_volume": 621.9,
        "trend": 28.571878,
        "fair_value": 26.927363,
        "relative_strength": -1.320343,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
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        "energy": 23.087455,
        "activity_lines": [
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      },
      {
        "date": "2026-07-10",
        "close": 29.0,
        "volume": 0,
        "typical_volume": 608.55,
        "trend": 28.616095,
        "fair_value": 26.94537,
        "relative_strength": -0.090203,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 31.258369,
        "energy": 26.037834,
        "activity_lines": [
          29.166666,
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          28.933339
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      },
      {
        "date": "2026-07-17",
        "close": 28.6,
        "volume": 1224,
        "typical_volume": 669.75,
        "trend": 28.614034,
        "fair_value": 26.970316,
        "relative_strength": -1.331863,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 11.188459,
        "energy": 19.469676,
        "activity_lines": [
          28.926666,
          29.264548,
          29.217376,
          28.9323
        ]
      },
      {
        "date": "2026-07-24",
        "close": 28.6,
        "volume": 0,
        "typical_volume": 669.75,
        "trend": 28.611972,
        "fair_value": 26.995261,
        "relative_strength": -0.711971,
        "stage": 1,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": -1.272691,
        "energy": 19.953793,
        "activity_lines": [
          28.78,
          29.103636,
          29.183865,
          28.931395
        ]
      },
      {
        "date": "2026-07-31",
        "close": 28.6,
        "volume": 0,
        "typical_volume": 669.75,
        "trend": 28.609911,
        "fair_value": 27.020207,
        "relative_strength": -1.255756,
        "stage": 1,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": -2.260735,
        "energy": 22.097411,
        "activity_lines": [
          28.68,
          28.961818,
          29.146696,
          28.930623
        ]
      },
      {
        "date": "2026-08-07",
        "close": 28.200001,
        "volume": 0,
        "typical_volume": 659.65,
        "trend": 28.589245,
        "fair_value": 27.039421,
        "relative_strength": -2.380931,
        "stage": 1,
        "regime": "deceleration",
        "modifier": "Momentum cooling",
        "gate": "mixed",
        "direction": -32.896697,
        "energy": 42.484604,
        "activity_lines": [
          28.493334,
          28.772727,
          29.067772,
          28.904177
        ]
      }
    ],
    "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."
    }
  }
}