{
  "ticker": {
    "uuid": "cc5eac8a-c68c-4b04-9bfd-96d0b4272753",
    "symbol": "TPCS",
    "name": "TPCS 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": 96.0,
    "architecture_regime": "upward_expansion",
    "architecture_regime_label": "Upward Expansion",
    "architecture_modifier": "Established expansion",
    "architecture_gate": "up",
    "architecture_direction": 62.061,
    "architecture_energy": 44.414,
    "architecture_maturity": 46.813,
    "architecture_confidence": 65.722,
    "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": 14.8,
        "rotation_up": 48.59,
        "upward_expansion": 79.75,
        "deceleration": 64.61,
        "rotation_down": 26.58,
        "downward_expansion": 6.41
      },
      "activity_lines": [
        9.973333,
        9.96,
        9.856762,
        9.751761
      ],
      "activity_state": "Moderate",
      "activity_direction": "Contracting",
      "rotation_direction": "Weakening",
      "price_acceptance": 0.666667
    },
    "latest_close": 10.0,
    "trend_reference": 9.564617,
    "distance_from_trend": 0.04552,
    "trend_direction": "Improving",
    "fair_value": 11.614374,
    "distance_from_fair_value": -0.138998,
    "fair_value_direction": "Improving",
    "relative_strength": -11.833566,
    "relative_strength_direction": "Improving",
    "price_momentum": 0.137851,
    "excess_performance": -0.054474,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.04552,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.022318,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.138998,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.054783,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.118336,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.059133,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.137851,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 41.05,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 600,
      "relative_activity": 0.010048,
      "balance": 41.05,
      "dry_up": 0.224816,
      "accumulation_observations": 0,
      "distribution_observations": 0
    },
    "risk": {
      "range_context": 0.018846,
      "annualized_volatility": 0.180738,
      "from_high_reference": -0.226425,
      "from_low_reference": 0.194743
    },
    "levels": {
      "trend_reference": 9.564617,
      "fair_value_reference": 11.614374,
      "structural_low": 8.7885,
      "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": 9,
        "median_return": 0.0,
        "positive_rate": 0.444444,
        "directional_follow_through": 0.444444,
        "median_excess_return": 0.011934,
        "regime_survival": 0.666667,
        "best_return": 0.528662,
        "worst_return": -0.133333,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 3,
        "median_return": -0.011755,
        "positive_rate": 0.333333,
        "directional_follow_through": 0.333333,
        "median_excess_return": 0.063858,
        "regime_survival": 0.333333,
        "best_return": 0.411392,
        "worst_return": -0.038168,
        "sufficient": false
      },
      {
        "horizon": "Extended",
        "sample_count": 2,
        "median_return": 0.304375,
        "positive_rate": 1.0,
        "directional_follow_through": 1.0,
        "median_excess_return": 0.300467,
        "regime_survival": 0.5,
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        "worst_return": 0.198474,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 1,
        "median_return": 0.690179,
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        "worst_return": 0.690179,
        "sufficient": false
      }
    ],
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      {
        "regime": "rotation_up",
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        "regime": "downward_expansion",
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        "modifier": "Upper balance after advance",
        "gate": "down",
        "direction": -28.373017,
        "energy": 17.840528,
        "activity_lines": [
          9.3124,
          9.442037,
          9.327457,
          9.3246
        ]
      },
      {
        "date": "2026-05-01",
        "close": 9.114,
        "volume": 11800,
        "typical_volume": 3710.0,
        "trend": 9.39455,
        "fair_value": 12.139765,
        "relative_strength": -23.361882,
        "stage": 4,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "down",
        "direction": -31.544107,
        "energy": 25.796699,
        "activity_lines": [
          9.207,
          9.376091,
          9.315722,
          9.3029
        ]
      },
      {
        "date": "2026-05-08",
        "close": 9.75,
        "volume": 33700,
        "typical_volume": 5290.0,
        "trend": 9.36305,
        "fair_value": 12.093483,
        "relative_strength": -17.746883,
        "stage": 4,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "mixed",
        "direction": 10.340591,
        "energy": 11.173893,
        "activity_lines": [
          9.3508,
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          9.365,
          9.325832
        ]
      },
      {
        "date": "2026-05-15",
        "close": 9.85,
        "volume": 30500,
        "typical_volume": 6660.0,
        "trend": 9.353484,
        "fair_value": 12.056252,
        "relative_strength": -17.26212,
        "stage": 1,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "up",
        "direction": 52.406166,
        "energy": 23.655039,
        "activity_lines": [
          9.535133,
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          9.420774,
          9.357249
        ]
      },
      {
        "date": "2026-05-22",
        "close": 9.8,
        "volume": 1100,
        "typical_volume": 6715.0,
        "trend": 9.35155,
        "fair_value": 12.012533,
        "relative_strength": -18.165012,
        "stage": 1,
        "regime": "balance",
        "modifier": "Upper balance after advance",
        "gate": "up",
        "direction": 52.498701,
        "energy": 43.0006,
        "activity_lines": [
          9.666133,
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          9.468502,
          9.386056
        ]
      },
      {
        "date": "2026-05-29",
        "close": 9.8,
        "volume": 7000,
        "typical_volume": 6865.0,
        "trend": 9.355817,
        "fair_value": 11.971057,
        "relative_strength": -18.940106,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 59.368201,
        "energy": 64.922687,
        "activity_lines": [
          9.7576,
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          9.513186,
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        ]
      },
      {
        "date": "2026-06-05",
        "close": 9.9,
        "volume": 100,
        "typical_volume": 6840.0,
        "trend": 9.360317,
        "fair_value": 11.931904,
        "relative_strength": -18.036687,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 64.998038,
        "energy": 70.791343,
        "activity_lines": [
          9.836667,
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          9.450097
        ]
      },
      {
        "date": "2026-06-12",
        "close": 9.9,
        "volume": 1400,
        "typical_volume": 6825.0,
        "trend": 9.367917,
        "fair_value": 11.890508,
        "relative_strength": -17.683442,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 65.544938,
        "energy": 69.384402,
        "activity_lines": [
          9.863333,
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          9.608445,
          9.484915
        ]
      },
      {
        "date": "2026-06-19",
        "close": 9.9,
        "volume": 200,
        "typical_volume": 6710.0,
        "trend": 9.375517,
        "fair_value": 11.856402,
        "relative_strength": -15.768229,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 63.868703,
        "energy": 65.697864,
        "activity_lines": [
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          9.519243
        ]
      },
      {
        "date": "2026-06-26",
        "close": 9.95,
        "volume": 1000,
        "typical_volume": 6670.0,
        "trend": 9.394083,
        "fair_value": 11.824859,
        "relative_strength": -12.841244,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 67.371401,
        "energy": 64.986377,
        "activity_lines": [
          9.91,
          9.8344,
          9.688402,
          9.556307
        ]
      },
      {
        "date": "2026-07-03",
        "close": 9.95,
        "volume": 1024110,
        "typical_volume": 57860.5,
        "trend": 9.42195,
        "fair_value": 11.790513,
        "relative_strength": -15.759151,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 66.20665,
        "energy": 62.830538,
        "activity_lines": [
          9.93,
          9.878436,
          9.722695,
          9.592172
        ]
      },
      {
        "date": "2026-07-10",
        "close": 9.95,
        "volume": 7500,
        "typical_volume": 58215.5,
        "trend": 9.446717,
        "fair_value": 11.754484,
        "relative_strength": -15.464327,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 65.656593,
        "energy": 64.451559,
        "activity_lines": [
          9.94,
          9.907273,
          9.752786,
          9.62624
        ]
      },
      {
        "date": "2026-07-17",
        "close": 10.0,
        "volume": 49900,
        "typical_volume": 59755.5,
        "trend": 9.47625,
        "fair_value": 11.720458,
        "relative_strength": -15.256618,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 66.231884,
        "energy": 52.565927,
        "activity_lines": [
          9.963333,
          9.93,
          9.783657,
          9.661936
        ]
      },
      {
        "date": "2026-07-24",
        "close": 9.95,
        "volume": 900,
        "typical_volume": 59710.5,
        "trend": 9.502567,
        "fair_value": 11.686111,
        "relative_strength": -15.196341,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 59.829412,
        "energy": 43.45858,
        "activity_lines": [
          9.963333,
          9.939091,
          9.808648,
          9.6925
        ]
      },
      {
        "date": "2026-07-31",
        "close": 9.95,
        "volume": 2300,
        "typical_volume": 59755.5,
        "trend": 9.528883,
        "fair_value": 11.650083,
        "relative_strength": -13.53113,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 56.452397,
        "energy": 38.419437,
        "activity_lines": [
          9.96,
          9.946364,
          9.830986,
          9.721367
        ]
      },
      {
        "date": "2026-08-07",
        "close": 10.0,
        "volume": 600,
        "typical_volume": 59715.5,
        "trend": 9.564617,
        "fair_value": 11.614374,
        "relative_strength": -11.833566,
        "stage": 1,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 62.060731,
        "energy": 44.414386,
        "activity_lines": [
          9.973333,
          9.96,
          9.856762,
          9.751761
        ]
      }
    ],
    "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."
    }
  }
}