{
  "ticker": {
    "uuid": "cf11ca3e-6c2a-4120-9ab4-adce73624d51",
    "symbol": "ICHI",
    "name": "Ichitan Group Public Company Limited",
    "exchange": "SET",
    "country": "TH",
    "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": "^SET.BK",
    "stage": 2,
    "stage_name": "Advancing",
    "phase": "2a",
    "phase_label": "Stage 2A \u00b7 Early advance",
    "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": 78.949,
    "architecture_energy": 91.157,
    "architecture_maturity": 19.403,
    "architecture_confidence": 74.765,
    "architecture_tenure": "Developing",
    "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": 4.0,
        "rotation_up": 85.5,
        "upward_expansion": 99.78,
        "deceleration": 39.07,
        "rotation_down": 8.61,
        "downward_expansion": 21.78
      },
      "activity_lines": [
        14.82,
        14.463636,
        13.827143,
        13.599312
      ],
      "activity_state": "Wide",
      "activity_direction": "Expanding",
      "rotation_direction": "Improving",
      "price_acceptance": 1.0
    },
    "latest_close": 15.0,
    "trend_reference": 13.422419,
    "distance_from_trend": 0.117533,
    "trend_direction": "Improving",
    "fair_value": 12.700778,
    "distance_from_fair_value": 0.18103,
    "fair_value_direction": "Improving",
    "relative_strength": 1.204196,
    "relative_strength_direction": "Improving",
    "price_momentum": 0.130121,
    "excess_performance": -0.062204,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.117533,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.04779,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.18103,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.165694,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": true,
        "value": 0.012042,
        "read": "Leading"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.080154,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.130121,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 7.915386,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 26400700,
      "relative_activity": 1.178417,
      "balance": 7.915386,
      "dry_up": 1.136315,
      "accumulation_observations": 5,
      "distribution_observations": 1
    },
    "risk": {
      "range_context": 0.030256,
      "annualized_volatility": 0.233338,
      "from_high_reference": -0.013158,
      "from_low_reference": 0.473705
    },
    "levels": {
      "trend_reference": 13.422419,
      "fair_value_reference": 12.700778,
      "structural_low": 11.8,
      "invalidation": "A sustained loss of Trend, followed by flattening structure and weakening relative strength, challenges the advancing diagnosis."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 23,
        "median_return": 0.016949,
        "positive_rate": 0.521739,
        "directional_follow_through": 0.521739,
        "median_excess_return": -0.006849,
        "regime_survival": 0.652174,
        "best_return": 0.114865,
        "worst_return": -0.171935,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 9,
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        "positive_rate": 0.666667,
        "directional_follow_through": 0.666667,
        "median_excess_return": 0.033755,
        "regime_survival": 0.333333,
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        "worst_return": -0.322492,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 5,
        "median_return": 0.027778,
        "positive_rate": 0.8,
        "directional_follow_through": 0.8,
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        "regime_survival": 0.0,
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        "worst_return": -0.118797,
        "sufficient": true
      },
      {
        "horizon": "Full cycle",
        "sample_count": 3,
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        "directional_follow_through": 0.666667,
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        "best_return": 0.43483,
        "worst_return": -0.35172,
        "sufficient": false
      }
    ],
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      },
      {
        "regime": "deceleration",
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        "end": "2024-05-10",
        "tenure": "Developing",
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      },
      {
        "regime": "upward_expansion",
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        "tenure": "New",
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      },
      {
        "regime": "balance",
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      {
        "regime": "rotation_down",
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        "end": "2024-08-09",
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        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
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      },
      {
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      {
        "regime": "rotation_up",
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        "date": "2026-04-10",
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      },
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      {
        "date": "2026-06-26",
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      },
      {
        "date": "2026-07-03",
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        "stage": 2,
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      },
      {
        "date": "2026-07-10",
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        "fair_value": 12.624237,
        "relative_strength": -2.459894,
        "stage": 2,
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        "modifier": "Re-accelerating",
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        "direction": 87.601626,
        "energy": 88.737976,
        "activity_lines": [
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      },
      {
        "date": "2026-07-17",
        "close": 14.8,
        "volume": 34978800,
        "typical_volume": 26470385.0,
        "trend": 13.231111,
        "fair_value": 12.642445,
        "relative_strength": -1.039657,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 88.908653,
        "energy": 93.867073,
        "activity_lines": [
          14.326667,
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        ]
      },
      {
        "date": "2026-07-24",
        "close": 14.7,
        "volume": 25103300,
        "typical_volume": 24921140.0,
        "trend": 13.294711,
        "fair_value": 12.661546,
        "relative_strength": -2.184342,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 78.022288,
        "energy": 91.508786,
        "activity_lines": [
          14.533333,
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          13.508095,
          13.39629
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      },
      {
        "date": "2026-07-31",
        "close": 14.8,
        "volume": 15347100,
        "typical_volume": 23638335.0,
        "trend": 13.358438,
        "fair_value": 12.680776,
        "relative_strength": -0.595652,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 75.659907,
        "energy": 90.372953,
        "activity_lines": [
          14.68,
          14.26,
          13.660952,
          13.493405
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      },
      {
        "date": "2026-08-07",
        "close": 15.0,
        "volume": 26400700,
        "typical_volume": 22403530.0,
        "trend": 13.422419,
        "fair_value": 12.700778,
        "relative_strength": 1.204196,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Re-accelerating",
        "gate": "up",
        "direction": 78.949024,
        "energy": 91.157307,
        "activity_lines": [
          14.82,
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          13.599312
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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."
    }
  }
}