{
  "ticker": {
    "uuid": "6c4b2759-be9c-433a-b972-f932bd3f76b4",
    "symbol": "AKO-B",
    "name": "Embotelladora Andina S.A",
    "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": 2,
    "stage_name": "Advancing",
    "phase": "2b",
    "phase_label": "Stage 2B \u00b7 Advancing",
    "transition": "stage_2_healthy",
    "transition_label": "Stage 2 trend intact",
    "confidence": 96.0,
    "architecture_regime": "upward_expansion",
    "architecture_regime_label": "Upward Expansion",
    "architecture_modifier": "Re-accelerating",
    "architecture_gate": "up",
    "architecture_direction": 64.632,
    "architecture_energy": 45.267,
    "architecture_maturity": 15.795,
    "architecture_confidence": 91.311,
    "architecture_tenure": "New",
    "architecture": {
      "interpretation": {
        "headline": "The weekly architecture is expanding upward.",
        "body": "Trend and Activity show sustained positive alignment with constructive price acceptance. Directional energy remains positive; cooling within this regime can indicate that it is maturing."
      },
      "scores": {
        "balance": 21.09,
        "rotation_up": 58.62,
        "upward_expansion": 83.16,
        "deceleration": 47.58,
        "rotation_down": 17.23,
        "downward_expansion": 7.5
      },
      "activity_lines": [
        30.311867,
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        29.299178,
        28.831309
      ],
      "activity_state": "Moderate",
      "activity_direction": "Expanding",
      "rotation_direction": "Improving",
      "price_acceptance": 0.833333
    },
    "latest_close": 31.4036,
    "trend_reference": 28.615527,
    "distance_from_trend": 0.097432,
    "trend_direction": "Improving",
    "fair_value": 20.138326,
    "distance_from_fair_value": 0.559395,
    "fair_value_direction": "Improving",
    "relative_strength": 3.957774,
    "relative_strength_direction": "Improving",
    "price_momentum": 0.021896,
    "excess_performance": -0.103728,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.097432,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.036547,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.559395,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.059934,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": true,
        "value": 0.039578,
        "read": "Leading"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.057526,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.021896,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 2.633416,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 13995,
      "relative_activity": 0.446827,
      "balance": 2.633416,
      "dry_up": 0.819255,
      "accumulation_observations": 2,
      "distribution_observations": 2
    },
    "risk": {
      "range_context": 0.07831,
      "annualized_volatility": 0.361915,
      "from_high_reference": -0.047819,
      "from_low_reference": 0.489259
    },
    "levels": {
      "trend_reference": 28.615527,
      "fair_value_reference": 20.138326,
      "structural_low": 23.493747,
      "invalidation": "A sustained loss of Trend, followed by flattening structure and weakening relative strength, challenges the advancing diagnosis."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 31,
        "median_return": 0.007124,
        "positive_rate": 0.516129,
        "directional_follow_through": 0.516129,
        "median_excess_return": -0.000319,
        "regime_survival": 0.774194,
        "best_return": 0.198535,
        "worst_return": -0.12597,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
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        "positive_rate": 0.666667,
        "directional_follow_through": 0.666667,
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        "regime_survival": 0.583333,
        "best_return": 0.258978,
        "worst_return": -0.107494,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 7,
        "median_return": 0.128538,
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        "directional_follow_through": 0.714286,
        "median_excess_return": 0.083624,
        "regime_survival": 0.428571,
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        "worst_return": -0.098935,
        "sufficient": true
      },
      {
        "horizon": "Full cycle",
        "sample_count": 4,
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        "worst_return": 0.165052,
        "sufficient": false
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    ],
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        "end": "2023-12-15",
        "tenure": "Developing",
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      {
        "regime": "rotation_up",
        "label": "Rotation Up",
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        "regime": "deceleration",
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        "regime": "upward_expansion",
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        "regime": "deceleration",
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      },
      {
        "date": "2026-04-24",
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      },
      {
        "date": "2026-07-03",
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        "fair_value": 19.610318,
        "relative_strength": 2.521609,
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      },
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        "fair_value": 19.714479,
        "relative_strength": 2.426272,
        "stage": 2,
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        "energy": 37.494425,
        "activity_lines": [
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      },
      {
        "date": "2026-07-17",
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        "typical_volume": 38971.5,
        "trend": 28.308761,
        "fair_value": 19.815771,
        "relative_strength": 4.424199,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 56.809136,
        "energy": 40.332935,
        "activity_lines": [
          29.733333,
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          28.72506,
          28.4848
        ]
      },
      {
        "date": "2026-07-24",
        "close": 29.12,
        "volume": 21098,
        "typical_volume": 37174.3,
        "trend": 28.385591,
        "fair_value": 19.911952,
        "relative_strength": 1.344256,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 50.936739,
        "energy": 33.024107,
        "activity_lines": [
          29.588667,
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        ]
      },
      {
        "date": "2026-07-31",
        "close": 30.05,
        "volume": 47433,
        "typical_volume": 34123.1,
        "trend": 28.508356,
        "fair_value": 20.019736,
        "relative_strength": 3.241514,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 54.41402,
        "energy": 35.33313,
        "activity_lines": [
          29.754667,
          29.512182,
          29.01191,
          28.644519
        ]
      },
      {
        "date": "2026-08-07",
        "close": 31.4036,
        "volume": 13995,
        "typical_volume": 31320.85,
        "trend": 28.615527,
        "fair_value": 20.138326,
        "relative_strength": 3.957774,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 64.631841,
        "energy": 45.266812,
        "activity_lines": [
          30.311867,
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          29.299178,
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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."
    }
  }
}