{
  "ticker": {
    "uuid": "b3550899-88b9-43bf-ad53-51761d21eaf0",
    "symbol": "AGES-B",
    "name": "AGES Industri AB (publ)",
    "exchange": "STO",
    "country": "SE",
    "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": "^OMX",
    "stage": 4,
    "stage_name": "Declining",
    "phase": "4a",
    "phase_label": "Stage 4A \u00b7 Breakdown",
    "transition": "stage_4_declining",
    "transition_label": "Stage 4 decline intact",
    "confidence": 96.0,
    "architecture_regime": "balance",
    "architecture_regime_label": "Balance",
    "architecture_modifier": "Balance after decline",
    "architecture_gate": "down",
    "architecture_direction": -43.455,
    "architecture_energy": 23.987,
    "architecture_maturity": 21.332,
    "architecture_confidence": 63.722,
    "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": 36.1,
        "rotation_up": 13.85,
        "upward_expansion": 17.77,
        "deceleration": 61.27,
        "rotation_down": 58.13,
        "downward_expansion": 62.44
      },
      "activity_lines": [
        48.193333,
        48.681818,
        48.672103,
        48.609099
      ],
      "activity_state": "Compressed",
      "activity_direction": "Contracting",
      "rotation_direction": "Weakening",
      "price_acceptance": -0.333333
    },
    "latest_close": 46.200001,
    "trend_reference": 49.080659,
    "distance_from_trend": -0.058692,
    "trend_direction": "Weakening",
    "fair_value": 62.87345,
    "distance_from_fair_value": -0.265191,
    "fair_value_direction": "Weakening",
    "relative_strength": -21.443729,
    "relative_strength_direction": "Weakening",
    "price_momentum": -0.11703,
    "excess_performance": -0.178524,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.058692,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.036885,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.265191,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.013487,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.214437,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.026861,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.11703,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.360818,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 2772,
      "relative_activity": 1.482472,
      "balance": 0.360818,
      "dry_up": 1.711367,
      "accumulation_observations": 1,
      "distribution_observations": 4
    },
    "risk": {
      "range_context": 0.052281,
      "annualized_volatility": 0.25008,
      "from_high_reference": -0.263272,
      "from_low_reference": 0.047791
    },
    "levels": {
      "trend_reference": 49.080659,
      "fair_value_reference": 62.87345,
      "structural_low": 44.092743,
      "invalidation": "Reclaiming a flat-to-rising Trend with improving relative strength is required before the declining diagnosis is repaired."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 12,
        "median_return": -0.000314,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": -0.017068,
        "regime_survival": 0.75,
        "best_return": 0.223077,
        "worst_return": -0.131343,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 4,
        "median_return": -0.062611,
        "positive_rate": 0.25,
        "directional_follow_through": 0.25,
        "median_excess_return": -0.140142,
        "regime_survival": 0.25,
        "best_return": 0.1875,
        "worst_return": -0.179104,
        "sufficient": false
      },
      {
        "horizon": "Extended",
        "sample_count": 3,
        "median_return": -0.121311,
        "positive_rate": 0.333333,
        "directional_follow_through": 0.333333,
        "median_excess_return": -0.179728,
        "regime_survival": 0.0,
        "best_return": 0.081183,
        "worst_return": -0.335821,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 3,
        "median_return": -0.173501,
        "positive_rate": 0.0,
        "directional_follow_through": 0.0,
        "median_excess_return": -0.227468,
        "regime_survival": 0.0,
        "best_return": -0.017879,
        "worst_return": -0.350746,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2023-08-18",
        "end": "2023-09-08",
        "tenure": "New",
        "return": -0.007937,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2023-09-15",
        "end": "2023-10-06",
        "tenure": "New",
        "return": -0.03125,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2023-10-13",
        "end": "2023-11-03",
        "tenure": "New",
        "return": 0.063492,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2023-11-10",
        "end": "2024-01-05",
        "tenure": "Developing",
        "return": 0.104167,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2024-01-12",
        "end": "2024-01-19",
        "tenure": "New",
        "return": 0.055901,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2024-01-26",
        "end": "2024-03-08",
        "tenure": "Developing",
        "return": 0.057692,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2024-03-15",
        "end": "2024-05-24",
        "tenure": "Developing",
        "return": 0.212112,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2024-05-31",
        "end": "2024-09-06",
        "tenure": "Established",
        "return": -0.235931,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2024-09-13",
        "end": "2024-10-04",
        "tenure": "New",
        "return": 0.119444,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2024-10-11",
        "end": "2024-10-18",
        "tenure": "New",
        "return": 0.021053,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2024-10-25",
        "end": "2025-06-13",
        "tenure": "Extended",
        "return": -0.136736,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-06-20",
        "end": "2025-12-12",
        "tenure": "Established",
        "return": -0.111475,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-12-19",
        "end": "2026-07-03",
        "tenure": "Extended",
        "return": -0.089859,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2026-07-10",
        "end": "2026-08-07",
        "tenure": "Developing",
        "return": -0.12,
        "active": true
      }
    ],
    "chart_path": [
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        "date": "2023-08-18",
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        "typical_volume": 17758.15,
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      },
      {
        "date": "2023-08-25",
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      },
      {
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      {
        "date": "2023-09-08",
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      },
      {
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      },
      {
        "date": "2023-09-22",
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        "close": 48.991936,
        "volume": 932,
        "typical_volume": 2854.1,
        "trend": 52.483429,
        "fair_value": 65.568344,
        "relative_strength": -20.309317,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -34.053105,
        "energy": 19.21351,
        "activity_lines": [
          49.024598,
          48.192032,
          49.333947,
          50.642491
        ]
      },
      {
        "date": "2026-05-01",
        "close": 48.012096,
        "volume": 623,
        "typical_volume": 2728.75,
        "trend": 52.235203,
        "fair_value": 65.425115,
        "relative_strength": -20.243256,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -35.311786,
        "energy": 21.99278,
        "activity_lines": [
          48.848226,
          48.218754,
          49.078722,
          50.354018
        ]
      },
      {
        "date": "2026-05-08",
        "close": 48.799999,
        "volume": 5365,
        "typical_volume": 2938.05,
        "trend": 51.869531,
        "fair_value": 65.214776,
        "relative_strength": -18.757582,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -32.250346,
        "energy": 18.468814,
        "activity_lines": [
          48.914892,
          48.4208,
          48.922799,
          50.132392
        ]
      },
      {
        "date": "2026-05-15",
        "close": 48.400002,
        "volume": 529,
        "typical_volume": 2895.7,
        "trend": 51.523187,
        "fair_value": 65.043966,
        "relative_strength": -18.005711,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -36.214837,
        "energy": 21.317816,
        "activity_lines": [
          48.678119,
          48.514414,
          48.746491,
          49.908551
        ]
      },
      {
        "date": "2026-05-22",
        "close": 48.599998,
        "volume": 1766,
        "typical_volume": 2944.1,
        "trend": 51.274961,
        "fair_value": 64.889472,
        "relative_strength": -20.140703,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -43.729142,
        "energy": 24.214135,
        "activity_lines": [
          48.534408,
          48.601708,
          48.617245,
          49.719958
        ]
      },
      {
        "date": "2026-05-29",
        "close": 47.0,
        "volume": 2947,
        "typical_volume": 2965.65,
        "trend": 50.960337,
        "fair_value": 64.643541,
        "relative_strength": -22.163467,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -58.356009,
        "energy": 32.710426,
        "activity_lines": [
          48.014139,
          48.357119,
          48.370147,
          49.444154
        ]
      },
      {
        "date": "2026-06-05",
        "close": 49.0,
        "volume": 983,
        "typical_volume": 2919.45,
        "trend": 50.849557,
        "fair_value": 64.326245,
        "relative_strength": -17.629474,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -37.259219,
        "energy": 22.891937,
        "activity_lines": [
          48.293333,
          48.474971,
          48.351005,
          49.317681
        ]
      },
      {
        "date": "2026-06-12",
        "close": 48.200001,
        "volume": 50,
        "typical_volume": 2743.7,
        "trend": 50.509611,
        "fair_value": 64.07598,
        "relative_strength": -18.074037,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -37.111982,
        "energy": 22.122195,
        "activity_lines": [
          48.24,
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          48.285496,
          49.146742
        ]
      },
      {
        "date": "2026-06-19",
        "close": 49.400002,
        "volume": 402,
        "typical_volume": 2447.3,
        "trend": 50.327246,
        "fair_value": 63.83942,
        "relative_strength": -17.00289,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -19.61125,
        "energy": 12.363819,
        "activity_lines": [
          48.626667,
          48.555851,
          48.365106,
          49.075154
        ]
      },
      {
        "date": "2026-06-26",
        "close": 48.0,
        "volume": 0,
        "typical_volume": 2315.65,
        "trend": 50.098213,
        "fair_value": 63.560813,
        "relative_strength": -18.053073,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -26.291199,
        "energy": 12.037956,
        "activity_lines": [
          48.480001,
          48.422112,
          48.323438,
          48.925009
        ]
      },
      {
        "date": "2026-07-03",
        "close": 47.799999,
        "volume": 1284,
        "typical_volume": 1873.15,
        "trend": 49.901708,
        "fair_value": 63.247851,
        "relative_strength": -20.116492,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -31.26845,
        "energy": 16.051166,
        "activity_lines": [
          48.306667,
          48.305675,
          48.283309,
          48.776738
        ]
      },
      {
        "date": "2026-07-10",
        "close": 52.5,
        "volume": 3203,
        "typical_volume": 1960.95,
        "trend": 49.881466,
        "fair_value": 63.166463,
        "relative_strength": -9.773912,
        "stage": 1,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": 10.791235,
        "energy": 14.922303,
        "activity_lines": [
          49.646667,
          49.065455,
          48.703007,
          48.944369
        ]
      },
      {
        "date": "2026-07-17",
        "close": 50.5,
        "volume": 7041,
        "typical_volume": 2094.75,
        "trend": 49.814154,
        "fair_value": 63.087288,
        "relative_strength": -11.779805,
        "stage": 1,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "mixed",
        "direction": 14.296934,
        "energy": 26.312079,
        "activity_lines": [
          50.086667,
          49.38,
          48.919257,
          48.984275
        ]
      },
      {
        "date": "2026-07-24",
        "close": 48.799999,
        "volume": 671,
        "typical_volume": 2012.65,
        "trend": 49.631385,
        "fair_value": 63.021269,
        "relative_strength": -15.43965,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "mixed",
        "direction": 16.413887,
        "energy": 19.525787,
        "activity_lines": [
          49.806666,
          49.354545,
          48.956156,
          48.918845
        ]
      },
      {
        "date": "2026-07-31",
        "close": 48.0,
        "volume": 2316,
        "typical_volume": 1988.95,
        "trend": 49.369692,
        "fair_value": 62.953129,
        "relative_strength": -17.356845,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -13.116077,
        "energy": 13.762774,
        "activity_lines": [
          49.3,
          49.176364,
          48.903781,
          48.813595
        ]
      },
      {
        "date": "2026-08-07",
        "close": 46.200001,
        "volume": 2772,
        "typical_volume": 1869.85,
        "trend": 49.080659,
        "fair_value": 62.87345,
        "relative_strength": -21.443729,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -43.455403,
        "energy": 23.987027,
        "activity_lines": [
          48.193333,
          48.681818,
          48.672103,
          48.609099
        ]
      }
    ],
    "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."
    }
  }
}