{
  "ticker": {
    "uuid": "eec0f59e-7d97-42e1-86f0-d359808091a7",
    "symbol": "ADD",
    "name": "AddTech Hub 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": 1,
    "stage_name": "Basing",
    "phase": "1c",
    "phase_label": "Stage 1C \u00b7 Breakout watch",
    "transition": "stage_1_to_2_watch",
    "transition_label": "Stage 1 \u2192 2 watch",
    "confidence": 74.355,
    "architecture_regime": "balance",
    "architecture_regime_label": "Balance",
    "architecture_modifier": "Balance after decline",
    "architecture_gate": "down",
    "architecture_direction": 12.09,
    "architecture_energy": 21.537,
    "architecture_maturity": 10.255,
    "architecture_confidence": 51.617,
    "architecture_tenure": "New",
    "architecture": {
      "interpretation": {
        "headline": "Directional pressure has compressed into balance.",
        "body": "Trend and Activity are compressed into balance, so neither side has durable control. Prior structure and the next directional change provide context; balance alone is not assumed to be a base."
      },
      "scores": {
        "balance": 52.14,
        "rotation_up": 47.71,
        "upward_expansion": 42.62,
        "deceleration": 31.03,
        "rotation_down": 17.99,
        "downward_expansion": 39.62
      },
      "activity_lines": [
        3.434667,
        3.361091,
        3.321992,
        3.36439
      ],
      "activity_state": "Moderate",
      "activity_direction": "Contracting",
      "rotation_direction": "Improving",
      "price_acceptance": 0.5
    },
    "latest_close": 3.56,
    "trend_reference": 3.437307,
    "distance_from_trend": 0.035695,
    "trend_direction": "Improving",
    "fair_value": 3.777098,
    "distance_from_fair_value": -0.057477,
    "fair_value_direction": "Improving",
    "relative_strength": -3.950462,
    "relative_strength_direction": "Improving",
    "price_momentum": -0.064088,
    "excess_performance": -0.256413,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.035695,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.044839,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.057477,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.099531,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.039505,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.042846,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.064088,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 8.452399,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 311400,
      "relative_activity": 1.050094,
      "balance": 8.452399,
      "dry_up": 0.69433,
      "accumulation_observations": 5,
      "distribution_observations": 0
    },
    "risk": {
      "range_context": 0.052498,
      "annualized_volatility": 0.285177,
      "from_high_reference": -0.14208,
      "from_low_reference": 0.532569
    },
    "levels": {
      "trend_reference": 3.437307,
      "fair_value_reference": 3.777098,
      "structural_low": 3.046243,
      "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": 13,
        "median_return": -0.008403,
        "positive_rate": 0.384615,
        "directional_follow_through": 0.384615,
        "median_excess_return": -0.002924,
        "regime_survival": 0.538462,
        "best_return": 0.136364,
        "worst_return": -0.144654,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 5,
        "median_return": -0.110324,
        "positive_rate": 0.0,
        "directional_follow_through": 0.0,
        "median_excess_return": -0.006854,
        "regime_survival": 0.4,
        "best_return": -0.001743,
        "worst_return": -0.185654,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 3,
        "median_return": -0.117677,
        "positive_rate": 0.333333,
        "directional_follow_through": 0.333333,
        "median_excess_return": -0.011118,
        "regime_survival": 0.0,
        "best_return": 0.278456,
        "worst_return": -0.187074,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 2,
        "median_return": -0.25565,
        "positive_rate": 0.0,
        "directional_follow_through": 0.0,
        "median_excess_return": -0.204848,
        "regime_survival": 0.0,
        "best_return": -0.140187,
        "worst_return": -0.371113,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2024-11-01",
        "end": "2024-12-27",
        "tenure": "Developing",
        "return": 0.129189,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-01-03",
        "end": "2025-01-24",
        "tenure": "New",
        "return": -0.171682,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
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        "end": "2025-02-14",
        "tenure": "New",
        "return": 0.008929,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2025-02-21",
        "end": "2025-03-07",
        "tenure": "New",
        "return": -0.110599,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-03-14",
        "end": "2025-08-01",
        "tenure": "Established",
        "return": -0.10824,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-08-08",
        "end": "2025-10-10",
        "tenure": "Developing",
        "return": 0.005581,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-10-17",
        "end": "2025-12-26",
        "tenure": "Developing",
        "return": 0.222431,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2026-01-02",
        "end": "2026-01-30",
        "tenure": "Developing",
        "return": 0.237805,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2026-02-06",
        "end": "2026-03-20",
        "tenure": "Developing",
        "return": -0.095818,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2026-03-27",
        "end": "2026-05-01",
        "tenure": "Developing",
        "return": -0.104046,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2026-05-08",
        "end": "2026-05-29",
        "tenure": "New",
        "return": 0.060049,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
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        "tenure": "New",
        "return": -0.071429,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2026-07-03",
        "end": "2026-07-17",
        "tenure": "New",
        "return": 0.05625,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2026-07-24",
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        "return": 0.059524,
        "active": true
      }
    ],
    "chart_path": [
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        "date": "2023-08-18",
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        "trend": 5.815142,
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      },
      {
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      },
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        "typical_volume": 159920.0,
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        "fair_value": 3.95738,
        "relative_strength": -11.889095,
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        "modifier": "Recompressing",
        "gate": "up",
        "direction": -4.392392,
        "energy": 22.672227,
        "activity_lines": [
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      },
      {
        "date": "2026-04-24",
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        "typical_volume": 161325.0,
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      },
      {
        "date": "2026-05-01",
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        "modifier": "Momentum cooling",
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        "energy": 56.793413,
        "activity_lines": [
          3.141889,
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      },
      {
        "date": "2026-05-08",
        "close": 3.301734,
        "volume": 238200,
        "typical_volume": 166035.0,
        "trend": 3.210224,
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        "relative_strength": -8.235069,
        "stage": 1,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -23.168325,
        "energy": 48.751688,
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      },
      {
        "date": "2026-05-15",
        "close": 3.183815,
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        "typical_volume": 172645.0,
        "trend": 3.231488,
        "fair_value": 3.905327,
        "relative_strength": -12.295839,
        "stage": 3,
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        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -21.968782,
        "energy": 37.689364,
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          3.178574,
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      },
      {
        "date": "2026-05-22",
        "close": 3.341041,
        "volume": 2208100,
        "typical_volume": 277640.0,
        "trend": 3.257373,
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        "relative_strength": -9.02109,
        "stage": 3,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": -6.910659,
        "energy": 14.140676,
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          3.237534,
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      },
      {
        "date": "2026-05-29",
        "close": 3.5,
        "volume": 416900,
        "typical_volume": 295765.0,
        "trend": 3.289796,
        "fair_value": 3.882373,
        "relative_strength": -6.287417,
        "stage": 3,
        "regime": "rotation_down",
        "modifier": "Supply rotation",
        "gate": "mixed",
        "direction": 13.144943,
        "energy": 13.925782,
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      },
      {
        "date": "2026-06-05",
        "close": 3.36,
        "volume": 27300,
        "typical_volume": 290690.0,
        "trend": 3.316933,
        "fair_value": 3.867448,
        "relative_strength": -10.591798,
        "stage": 3,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "mixed",
        "direction": -1.912968,
        "energy": 11.951468,
        "activity_lines": [
          3.366166,
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      },
      {
        "date": "2026-06-12",
        "close": 3.32,
        "volume": 53200,
        "typical_volume": 284325.0,
        "trend": 3.340878,
        "fair_value": 3.854561,
        "relative_strength": -11.936455,
        "stage": 3,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "mixed",
        "direction": 0.936457,
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      },
      {
        "date": "2026-06-19",
        "close": 3.22,
        "volume": 32600,
        "typical_volume": 271050.0,
        "trend": 3.353438,
        "fair_value": 3.844094,
        "relative_strength": -13.142891,
        "stage": 3,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "mixed",
        "direction": -15.430795,
        "energy": 15.929401,
        "activity_lines": [
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      },
      {
        "date": "2026-06-26",
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        "volume": 31600,
        "typical_volume": 271050.0,
        "trend": 3.363304,
        "fair_value": 3.83273,
        "relative_strength": -13.862331,
        "stage": 1,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "mixed",
        "direction": -40.927363,
        "energy": 43.905406,
        "activity_lines": [
          3.244,
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          3.312267,
          3.373233
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      },
      {
        "date": "2026-07-03",
        "close": 3.2,
        "volume": 261100,
        "typical_volume": 272125.0,
        "trend": 3.377117,
        "fair_value": 3.821625,
        "relative_strength": -14.943838,
        "stage": 1,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -55.000164,
        "energy": 55.261101,
        "activity_lines": [
          3.209333,
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      },
      {
        "date": "2026-07-10",
        "close": 3.36,
        "volume": 802400,
        "typical_volume": 304950.0,
        "trend": 3.394983,
        "fair_value": 3.812565,
        "relative_strength": -10.76931,
        "stage": 1,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -51.097372,
        "energy": 40.801926,
        "activity_lines": [
          3.248,
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      },
      {
        "date": "2026-07-17",
        "close": 3.38,
        "volume": 307700,
        "typical_volume": 301245.0,
        "trend": 3.405832,
        "fair_value": 3.803378,
        "relative_strength": -10.830874,
        "stage": 1,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -32.302664,
        "energy": 19.525881,
        "activity_lines": [
          3.293333,
          3.294653,
          3.288091,
          3.360626
        ]
      },
      {
        "date": "2026-07-24",
        "close": 3.36,
        "volume": 143900,
        "typical_volume": 297250.0,
        "trend": 3.414093,
        "fair_value": 3.793553,
        "relative_strength": -11.347874,
        "stage": 1,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -18.062497,
        "energy": 13.114619,
        "activity_lines": [
          3.328,
          3.305837,
          3.290326,
          3.357669
        ]
      },
      {
        "date": "2026-07-31",
        "close": 3.38,
        "volume": 60600,
        "typical_volume": 294455.0,
        "trend": 3.421739,
        "fair_value": 3.784876,
        "relative_strength": -9.539831,
        "stage": 1,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -9.016064,
        "energy": 14.167916,
        "activity_lines": [
          3.36,
          3.317455,
          3.296487,
          3.35547
        ]
      },
      {
        "date": "2026-08-07",
        "close": 3.56,
        "volume": 311400,
        "typical_volume": 296545.0,
        "trend": 3.437307,
        "fair_value": 3.777098,
        "relative_strength": -3.950462,
        "stage": 1,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": 12.090436,
        "energy": 21.537048,
        "activity_lines": [
          3.434667,
          3.361091,
          3.321992,
          3.36439
        ]
      }
    ],
    "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."
    }
  }
}