{
  "ticker": {
    "uuid": "522e43ca-0e00-4421-a850-4d51c03371ce",
    "symbol": "INGA",
    "name": "ING Groep N.V.",
    "exchange": "VIE",
    "country": "AT",
    "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": "^ATX",
    "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": "Established expansion",
    "architecture_gate": "up",
    "architecture_direction": 90.194,
    "architecture_energy": 92.82,
    "architecture_maturity": 42.87,
    "architecture_confidence": 80.104,
    "architecture_tenure": "Established",
    "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": 0.17,
        "rotation_up": 84.0,
        "upward_expansion": 98.76,
        "deceleration": 39.71,
        "rotation_down": 12.64,
        "downward_expansion": 20.76
      },
      "activity_lines": [
        29.483087,
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        27.462162,
        26.373001
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      "activity_state": "Wide",
      "activity_direction": "Expanding",
      "rotation_direction": "Improving",
      "price_acceptance": 1.0
    },
    "latest_close": 30.549999,
    "trend_reference": 25.229705,
    "distance_from_trend": 0.210874,
    "trend_direction": "Improving",
    "fair_value": 17.027464,
    "distance_from_fair_value": 0.79416,
    "fair_value_direction": "Improving",
    "relative_strength": 6.538722,
    "relative_strength_direction": "Improving",
    "price_momentum": 0.244367,
    "excess_performance": 0.07012,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.210874,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.081899,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.79416,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.155676,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": true,
        "value": 0.065387,
        "read": "Leading"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.040486,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.244367,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 2.61249,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 834,
      "relative_activity": 0.700664,
      "balance": 2.61249,
      "dry_up": 1.82223,
      "accumulation_observations": 4,
      "distribution_observations": 2
    },
    "risk": {
      "range_context": 0.033802,
      "annualized_volatility": 0.278506,
      "from_high_reference": -0.01388,
      "from_low_reference": 0.566132
    },
    "levels": {
      "trend_reference": 25.229705,
      "fair_value_reference": 17.027464,
      "structural_low": 20.468572,
      "invalidation": "A sustained loss of Trend, followed by flattening structure and weakening relative strength, challenges the advancing diagnosis."
    },
    "outcomes": [
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        "horizon": "Near term",
        "sample_count": 40,
        "median_return": 0.021684,
        "positive_rate": 0.575,
        "directional_follow_through": 0.575,
        "median_excess_return": 0.006061,
        "regime_survival": 0.75,
        "best_return": 0.190278,
        "worst_return": -0.251071,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 16,
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        "directional_follow_through": 0.75,
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        "regime_survival": 0.6875,
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        "worst_return": -0.197834,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 8,
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        "worst_return": -0.209608,
        "sufficient": true
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        "horizon": "Full cycle",
        "sample_count": 4,
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        "worst_return": -0.088992,
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        "regime": "balance",
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        "regime": "downward_expansion",
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        "activity_lines": [
          23.601294,
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          23.116842,
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        ]
      },
      {
        "date": "2026-05-01",
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        "volume": 427,
        "typical_volume": 1042.95,
        "trend": 22.534455,
        "fair_value": 15.478621,
        "relative_strength": -0.714223,
        "stage": 2,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "up",
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        "energy": 42.483,
        "activity_lines": [
          24.016826,
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      },
      {
        "date": "2026-05-08",
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        "typical_volume": 1078.4,
        "trend": 22.707116,
        "fair_value": 15.581473,
        "relative_strength": 2.490155,
        "stage": 2,
        "regime": "balance",
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        "energy": 70.671914,
        "activity_lines": [
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      },
      {
        "date": "2026-05-15",
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        "trend": 22.899242,
        "fair_value": 15.681844,
        "relative_strength": 2.833438,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
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        "energy": 74.694381,
        "activity_lines": [
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      },
      {
        "date": "2026-05-22",
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        "typical_volume": 1148.8,
        "trend": 23.123796,
        "fair_value": 15.788591,
        "relative_strength": 4.122929,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 81.117341,
        "energy": 81.418026,
        "activity_lines": [
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      },
      {
        "date": "2026-05-29",
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        "trend": 23.319831,
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        "relative_strength": 2.428839,
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        "activity_lines": [
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      },
      {
        "date": "2026-06-05",
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        "trend": 23.473955,
        "fair_value": 16.001162,
        "relative_strength": 0.343283,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 66.272202,
        "energy": 79.547104,
        "activity_lines": [
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      },
      {
        "date": "2026-06-12",
        "close": 25.93,
        "volume": 0,
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        "trend": 23.622835,
        "fair_value": 16.103342,
        "relative_strength": -2.877922,
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        "regime": "upward_expansion",
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      },
      {
        "date": "2026-06-19",
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        "activity_lines": [
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      },
      {
        "date": "2026-06-26",
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        "typical_volume": 1084.3,
        "trend": 24.047988,
        "fair_value": 16.329771,
        "relative_strength": -0.634028,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 69.880194,
        "energy": 69.219548,
        "activity_lines": [
          26.939,
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          24.702304
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      },
      {
        "date": "2026-07-03",
        "close": 27.930781,
        "volume": 0,
        "typical_volume": 1023.3,
        "trend": 24.247173,
        "fair_value": 16.444975,
        "relative_strength": -0.605354,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 77.647506,
        "energy": 81.003324,
        "activity_lines": [
          27.328927,
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          25.59569,
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        ]
      },
      {
        "date": "2026-07-10",
        "close": 28.059062,
        "volume": 2228,
        "typical_volume": 1088.7,
        "trend": 24.437459,
        "fair_value": 16.556993,
        "relative_strength": 0.987654,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 74.85316,
        "energy": 87.568582,
        "activity_lines": [
          27.686229,
          27.154411,
          25.923489,
          25.198735
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      },
      {
        "date": "2026-07-17",
        "close": 27.950517,
        "volume": 2459,
        "typical_volume": 1181.4,
        "trend": 24.599384,
        "fair_value": 16.666625,
        "relative_strength": 2.378824,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 68.82537,
        "energy": 82.566332,
        "activity_lines": [
          27.871078,
          27.375599,
          26.223712,
          25.425384
        ]
      },
      {
        "date": "2026-07-24",
        "close": 28.567254,
        "volume": 1757,
        "typical_volume": 1046.25,
        "trend": 24.78733,
        "fair_value": 16.780543,
        "relative_strength": 3.052035,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 78.69321,
        "energy": 86.096203,
        "activity_lines": [
          28.126806,
          27.664912,
          26.563177,
          25.681375
        ]
      },
      {
        "date": "2026-07-31",
        "close": 29.958612,
        "volume": 3626,
        "typical_volume": 1171.4,
        "trend": 25.001089,
        "fair_value": 16.902692,
        "relative_strength": 7.832623,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 89.712984,
        "energy": 88.355596,
        "activity_lines": [
          28.797502,
          28.152339,
          27.003845,
          26.015007
        ]
      },
      {
        "date": "2026-08-07",
        "close": 30.549999,
        "volume": 834,
        "typical_volume": 1190.3,
        "trend": 25.229705,
        "fair_value": 17.027464,
        "relative_strength": 6.538722,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 90.193941,
        "energy": 92.820262,
        "activity_lines": [
          29.483087,
          28.683771,
          27.462162,
          26.373001
        ]
      }
    ],
    "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."
    }
  }
}