{
  "ticker": {
    "uuid": "28dd6e98-586d-40e4-b493-2e7b88ebd1f3",
    "symbol": "AVON",
    "name": "Avon Technologies Plc",
    "exchange": "LSE",
    "country": "GB",
    "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": "^FTSE",
    "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": 58.293,
    "architecture_regime": "balance",
    "architecture_regime_label": "Balance",
    "architecture_modifier": "Balance after decline",
    "architecture_gate": "mixed",
    "architecture_direction": 24.962,
    "architecture_energy": 24.479,
    "architecture_maturity": 20.583,
    "architecture_confidence": 61.844,
    "architecture_tenure": "Developing",
    "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": 59.91,
        "rotation_up": 49.11,
        "upward_expansion": 42.25,
        "deceleration": 27.07,
        "rotation_down": 27.51,
        "downward_expansion": 24.25
      },
      "activity_lines": [
        1775.150947,
        1753.625804,
        1732.79871,
        1735.202617
      ],
      "activity_state": "Compressed",
      "activity_direction": "Expanding",
      "rotation_direction": "Improving",
      "price_acceptance": 0.0
    },
    "latest_close": 1896.0,
    "trend_reference": 1751.840369,
    "distance_from_trend": 0.08229,
    "trend_direction": "Weakening",
    "fair_value": 1437.018238,
    "distance_from_fair_value": 0.319399,
    "fair_value_direction": "Improving",
    "relative_strength": -4.430621,
    "relative_strength_direction": "Improving",
    "price_momentum": 0.139423,
    "excess_performance": 0.088188,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.08229,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.018324,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.319399,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.10119,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.044306,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.12073,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.139423,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 1.688183,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 1099313,
      "relative_activity": 3.595141,
      "balance": 1.688183,
      "dry_up": 1.414578,
      "accumulation_observations": 3,
      "distribution_observations": 1
    },
    "risk": {
      "range_context": 0.074942,
      "annualized_volatility": 0.333259,
      "from_high_reference": -0.130211,
      "from_low_reference": 0.300412
    },
    "levels": {
      "trend_reference": 1751.840369,
      "fair_value_reference": 1437.018238,
      "structural_low": 1458.0,
      "invalidation": "A sustained loss of Trend, followed by flattening structure and weakening relative strength, challenges the advancing diagnosis."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 19,
        "median_return": -0.047368,
        "positive_rate": 0.263158,
        "directional_follow_through": 0.263158,
        "median_excess_return": -0.039178,
        "regime_survival": 0.526316,
        "best_return": 0.140763,
        "worst_return": -0.153846,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 9,
        "median_return": -0.119439,
        "positive_rate": 0.444444,
        "directional_follow_through": 0.444444,
        "median_excess_return": -0.113527,
        "regime_survival": 0.333333,
        "best_return": 0.231767,
        "worst_return": -0.249615,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 6,
        "median_return": -0.065672,
        "positive_rate": 0.333333,
        "directional_follow_through": 0.333333,
        "median_excess_return": -0.100331,
        "regime_survival": 0.0,
        "best_return": 0.546431,
        "worst_return": -0.356467,
        "sufficient": true
      },
      {
        "horizon": "Full cycle",
        "sample_count": 3,
        "median_return": 0.29411,
        "positive_rate": 0.666667,
        "directional_follow_through": 0.666667,
        "median_excess_return": 0.238173,
        "regime_survival": 0.0,
        "best_return": 0.657401,
        "worst_return": -0.320134,
        "sufficient": false
      }
    ],
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        "label": "Rotation Up",
        "color": "teal",
        "start": "2024-12-06",
        "end": "2024-12-13",
        "tenure": "New",
        "return": -0.001443,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
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        "end": "2025-02-14",
        "tenure": "Developing",
        "return": 0.009907,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2025-02-21",
        "end": "2025-05-23",
        "tenure": "Established",
        "return": 0.166437,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
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        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
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        "end": "2025-09-26",
        "tenure": "New",
        "return": 0.061001,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
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        "active": false
      },
      {
        "regime": "balance",
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        "end": "2025-11-21",
        "tenure": "Developing",
        "return": -0.050157,
        "active": false
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      {
        "regime": "rotation_down",
        "label": "Rotation Down",
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        "end": "2025-12-19",
        "tenure": "New",
        "return": -0.001103,
        "active": false
      },
      {
        "regime": "downward_expansion",
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        "color": "red",
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        "end": "2026-01-16",
        "tenure": "New",
        "return": 0.104444,
        "active": false
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        "regime": "balance",
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        "active": false
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      {
        "regime": "downward_expansion",
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        "tenure": "New",
        "return": 0.052049,
        "active": false
      },
      {
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        "active": false
      },
      {
        "regime": "downward_expansion",
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        "return": -0.003456,
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      {
        "regime": "balance",
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        "active": true
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    ],
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      {
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      },
      {
        "date": "2026-07-24",
        "close": 1753.9247,
        "volume": 245633,
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        "trend": 1755.83365,
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        "relative_strength": -11.489936,
        "stage": 4,
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      },
      {
        "date": "2026-07-31",
        "close": 1705.9268,
        "volume": 159490,
        "typical_volume": 265982.35,
        "trend": 1752.568982,
        "fair_value": 1429.535741,
        "relative_strength": -14.271051,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -30.729091,
        "energy": 15.170409,
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      },
      {
        "date": "2026-08-07",
        "close": 1896.0,
        "volume": 1099313,
        "typical_volume": 305777.45,
        "trend": 1751.840369,
        "fair_value": 1437.018238,
        "relative_strength": -4.430621,
        "stage": 2,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "mixed",
        "direction": 24.962268,
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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."
    }
  }
}