{
  "ticker": {
    "uuid": "6d9231b1-e463-4833-a9d5-2f2bb51f41b9",
    "symbol": "IS",
    "name": "Image Systems AB",
    "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": -45.285,
    "architecture_energy": 33.839,
    "architecture_maturity": 17.626,
    "architecture_confidence": 87.227,
    "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": 49.06,
        "rotation_up": 16.28,
        "upward_expansion": 6.73,
        "deceleration": 42.15,
        "rotation_down": 50.41,
        "downward_expansion": 73.06
      },
      "activity_lines": [
        0.7964,
        0.829655,
        0.835919,
        0.856232
      ],
      "activity_state": "Compressed",
      "activity_direction": "Expanding",
      "rotation_direction": "Weakening",
      "price_acceptance": -0.166667
    },
    "latest_close": 0.836,
    "trend_reference": 0.899233,
    "distance_from_trend": -0.070319,
    "trend_direction": "Weakening",
    "fair_value": 1.476374,
    "distance_from_fair_value": -0.433748,
    "fair_value_direction": "Improving",
    "relative_strength": -36.475887,
    "relative_strength_direction": "Improving",
    "price_momentum": -0.136364,
    "excess_performance": -0.197858,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.070319,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.111956,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.433748,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.067827,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.364759,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.166266,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.136364,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 2.730631,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 174365,
      "relative_activity": 0.472745,
      "balance": 2.730631,
      "dry_up": 1.200303,
      "accumulation_observations": 3,
      "distribution_observations": 1
    },
    "risk": {
      "range_context": 0.222396,
      "annualized_volatility": 0.924608,
      "from_high_reference": -0.628444,
      "from_low_reference": 0.672
    },
    "levels": {
      "trend_reference": 0.899233,
      "fair_value_reference": 1.476374,
      "structural_low": 0.5,
      "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": -0.049196,
        "positive_rate": 0.416667,
        "directional_follow_through": 0.416667,
        "median_excess_return": -0.044135,
        "regime_survival": 0.416667,
        "best_return": 0.221818,
        "worst_return": -0.15493,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 7,
        "median_return": -0.045455,
        "positive_rate": 0.285714,
        "directional_follow_through": 0.285714,
        "median_excess_return": -0.087288,
        "regime_survival": 0.428571,
        "best_return": 0.870722,
        "worst_return": -0.322751,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 4,
        "median_return": 0.166532,
        "positive_rate": 0.75,
        "directional_follow_through": 0.75,
        "median_excess_return": 0.176024,
        "regime_survival": 0.0,
        "best_return": 0.679181,
        "worst_return": -0.353535,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 3,
        "median_return": 0.254355,
        "positive_rate": 0.666667,
        "directional_follow_through": 0.666667,
        "median_excess_return": 0.310301,
        "regime_survival": 0.333333,
        "best_return": 0.320819,
        "worst_return": -0.607512,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2024-04-12",
        "end": "2024-07-12",
        "tenure": "Established",
        "return": 0.02381,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2024-07-19",
        "end": "2024-08-16",
        "tenure": "Developing",
        "return": -0.078498,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2024-08-23",
        "end": "2024-09-20",
        "tenure": "Developing",
        "return": 0.052434,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2024-09-27",
        "end": "2024-10-18",
        "tenure": "New",
        "return": -0.077193,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2024-10-25",
        "end": "2024-11-01",
        "tenure": "New",
        "return": 0.026923,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2024-11-08",
        "end": "2024-11-22",
        "tenure": "New",
        "return": 0.282675,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2024-11-29",
        "end": "2025-02-07",
        "tenure": "Developing",
        "return": 0.206349,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2025-02-14",
        "end": "2025-04-25",
        "tenure": "Developing",
        "return": -0.095845,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2025-05-02",
        "end": "2025-05-16",
        "tenure": "New",
        "return": 0.176666,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-05-23",
        "end": "2025-06-06",
        "tenure": "New",
        "return": -0.017677,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-06-13",
        "end": "2025-08-01",
        "tenure": "Developing",
        "return": 0.045822,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
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        "end": "2025-09-12",
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        "return": -0.169014,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-09-19",
        "end": "2026-06-26",
        "tenure": "Extended",
        "return": -0.463977,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2026-07-03",
        "end": "2026-08-07",
        "tenure": "Developing",
        "return": -0.110638,
        "active": true
      }
    ],
    "chart_path": [
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        "date": "2023-08-18",
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        "typical_volume": 388257.95,
        "trend": 1.559167,
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      },
      {
        "date": "2026-05-01",
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      },
      {
        "date": "2026-05-08",
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      },
      {
        "date": "2026-05-15",
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      },
      {
        "date": "2026-05-22",
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        "activity_lines": [
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      },
      {
        "date": "2026-05-29",
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        "typical_volume": 280253.8,
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      },
      {
        "date": "2026-06-05",
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        "relative_strength": -29.323798,
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      {
        "date": "2026-06-12",
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        "stage": 1,
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      },
      {
        "date": "2026-06-26",
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        "trend": 0.9691,
        "fair_value": 1.49779,
        "relative_strength": -35.297298,
        "stage": 4,
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        "modifier": "Established contraction",
        "gate": "down",
        "direction": -19.257783,
        "energy": 20.343081,
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      },
      {
        "date": "2026-07-03",
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        "volume": 62834,
        "typical_volume": 335167.7,
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        "fair_value": 1.493976,
        "relative_strength": -35.164058,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
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      },
      {
        "date": "2026-07-10",
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        "typical_volume": 333989.45,
        "trend": 0.952933,
        "fair_value": 1.490611,
        "relative_strength": -36.743159,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -10.968419,
        "energy": 9.367748,
        "activity_lines": [
          0.907333,
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      },
      {
        "date": "2026-07-17",
        "close": 0.638,
        "volume": 697573,
        "typical_volume": 357265.65,
        "trend": 0.934867,
        "fair_value": 1.486079,
        "relative_strength": -52.527644,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -59.491813,
        "energy": 28.085811,
        "activity_lines": [
          0.818667,
          0.847745,
          0.84919,
          0.877637
        ]
      },
      {
        "date": "2026-07-24",
        "close": 0.79,
        "volume": 289870,
        "typical_volume": 358454.65,
        "trend": 0.9227,
        "fair_value": 1.482489,
        "relative_strength": -40.949432,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -44.463692,
        "energy": 30.752157,
        "activity_lines": [
          0.7968,
          0.838818,
          0.841986,
          0.86829
        ]
      },
      {
        "date": "2026-07-31",
        "close": 0.81,
        "volume": 609048,
        "typical_volume": 366102.65,
        "trend": 0.9102,
        "fair_value": 1.479348,
        "relative_strength": -38.885399,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -44.625263,
        "energy": 32.301471,
        "activity_lines": [
          0.788267,
          0.832727,
          0.837343,
          0.861019
        ]
      },
      {
        "date": "2026-08-07",
        "close": 0.836,
        "volume": 174365,
        "typical_volume": 368835.35,
        "trend": 0.899233,
        "fair_value": 1.476374,
        "relative_strength": -36.475887,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -45.28506,
        "energy": 33.838805,
        "activity_lines": [
          0.7964,
          0.829655,
          0.835919,
          0.856232
        ]
      }
    ],
    "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."
    }
  }
}