{
  "ticker": {
    "uuid": "6087052b-0af5-4c7e-a511-1537419795b5",
    "symbol": "FINDEP",
    "name": "Financiera Independencia S.A.B. de C.V. SOFOM E.N.R.",
    "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": 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": -79.538,
    "architecture_energy": 76.446,
    "architecture_maturity": 12.665,
    "architecture_confidence": 74.104,
    "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": 19.47,
        "rotation_up": 8.88,
        "upward_expansion": 15.98,
        "deceleration": 37.2,
        "rotation_down": 81.25,
        "downward_expansion": 93.98
      },
      "activity_lines": [
        7.013333,
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      "activity_state": "Compressed",
      "activity_direction": "Expanding",
      "rotation_direction": "Weakening",
      "price_acceptance": -1.0
    },
    "latest_close": 6.75,
    "trend_reference": 7.569894,
    "distance_from_trend": -0.10831,
    "trend_direction": "Weakening",
    "fair_value": 5.717842,
    "distance_from_fair_value": 0.180515,
    "fair_value_direction": "Weakening",
    "relative_strength": -13.734789,
    "relative_strength_direction": "Improving",
    "price_momentum": -0.139736,
    "excess_performance": -0.08507,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.10831,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.015021,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.180515,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.137949,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.137348,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.024788,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.139736,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 1.424981,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 8801,
      "relative_activity": 0.925812,
      "balance": 1.424981,
      "dry_up": 0.331782,
      "accumulation_observations": 1,
      "distribution_observations": 0
    },
    "risk": {
      "range_context": 0.05854,
      "annualized_volatility": 0.350673,
      "from_high_reference": -0.196429,
      "from_low_reference": 0.015038
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    "levels": {
      "trend_reference": 7.569894,
      "fair_value_reference": 5.717842,
      "structural_low": 6.65,
      "invalidation": "Reclaiming a flat-to-rising Trend with improving relative strength is required before the declining diagnosis is repaired."
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    "outcomes": [
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        "horizon": "Near term",
        "sample_count": 19,
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        "directional_follow_through": 0.263158,
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        "worst_return": -0.103825,
        "sufficient": true
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        "horizon": "Intermediate",
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      },
      {
        "date": "2026-05-01",
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      },
      {
        "date": "2026-05-08",
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      },
      {
        "date": "2026-05-15",
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        "stage": 3,
        "regime": "rotation_up",
        "modifier": "Structural repair",
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        "activity_lines": [
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      },
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        "date": "2026-05-22",
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        "modifier": "Emerging rotation",
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      },
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      },
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        "date": "2026-06-05",
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        "gate": "mixed",
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      },
      {
        "date": "2026-06-12",
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        "date": "2026-06-19",
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      },
      {
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        "relative_strength": -4.591219,
        "stage": 3,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "mixed",
        "direction": -3.709053,
        "energy": 4.927765,
        "activity_lines": [
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      },
      {
        "date": "2026-07-03",
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        "volume": 0,
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        "fair_value": 5.611484,
        "relative_strength": -7.669998,
        "stage": 3,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "mixed",
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        "energy": 19.202288,
        "activity_lines": [
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      },
      {
        "date": "2026-07-10",
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        "volume": 5291,
        "typical_volume": 10239.65,
        "trend": 7.668474,
        "fair_value": 5.634019,
        "relative_strength": -6.555496,
        "stage": 3,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "down",
        "direction": -43.97888,
        "energy": 31.284301,
        "activity_lines": [
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      },
      {
        "date": "2026-07-17",
        "close": 7.4,
        "volume": 0,
        "typical_volume": 10115.45,
        "trend": 7.655079,
        "fair_value": 5.656555,
        "relative_strength": -6.401681,
        "stage": 3,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "down",
        "direction": -51.922718,
        "energy": 41.024834,
        "activity_lines": [
          7.438667,
          7.584909,
          7.59425,
          7.612925
        ]
      },
      {
        "date": "2026-07-24",
        "close": 7.15,
        "volume": 638,
        "typical_volume": 9988.3,
        "trend": 7.633351,
        "fair_value": 5.677488,
        "relative_strength": -8.859873,
        "stage": 3,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "down",
        "direction": -67.533532,
        "energy": 56.933049,
        "activity_lines": [
          7.336,
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          7.553731,
          7.580339
        ]
      },
      {
        "date": "2026-07-31",
        "close": 6.95,
        "volume": 3177,
        "typical_volume": 10141.0,
        "trend": 7.604956,
        "fair_value": 5.697917,
        "relative_strength": -11.663636,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -73.30223,
        "energy": 66.920305,
        "activity_lines": [
          7.183333,
          7.361091,
          7.49731,
          7.536252
        ]
      },
      {
        "date": "2026-08-07",
        "close": 6.75,
        "volume": 8801,
        "typical_volume": 9506.25,
        "trend": 7.569894,
        "fair_value": 5.717842,
        "relative_strength": -13.734789,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -79.538358,
        "energy": 76.445718,
        "activity_lines": [
          7.013333,
          7.221455,
          7.425941,
          7.481093
        ]
      }
    ],
    "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."
    }
  }
}