{
  "ticker": {
    "uuid": "6f571aba-7431-4dd2-99b2-37c2a1a66014",
    "symbol": "ISC",
    "name": "Integrated System Credit Consulting Fintech S.p.A.",
    "exchange": "MIL",
    "country": "IT",
    "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": "FTSEMIB.MI",
    "stage": 4,
    "stage_name": "Declining",
    "phase": "4b",
    "phase_label": "Stage 4B \u00b7 Declining",
    "transition": "stage_4_declining",
    "transition_label": "Stage 4 decline intact",
    "confidence": 79.973,
    "architecture_regime": "downward_expansion",
    "architecture_regime_label": "Downward Expansion",
    "architecture_modifier": "Early contraction",
    "architecture_gate": "down",
    "architecture_direction": -52.067,
    "architecture_energy": 37.538,
    "architecture_maturity": 16.748,
    "architecture_confidence": 91.921,
    "architecture_tenure": "Developing",
    "architecture": {
      "interpretation": {
        "headline": "The weekly architecture is expanding downward.",
        "body": "Trend and Activity show sustained negative alignment with weak price acceptance. Repair requires persistent improvement across the structure, not merely one strong observation."
      },
      "scores": {
        "balance": 16.49,
        "rotation_up": 21.14,
        "upward_expansion": 6.99,
        "deceleration": 51.94,
        "rotation_down": 56.59,
        "downward_expansion": 80.32
      },
      "activity_lines": [
        0.821733,
        0.828,
        0.866448,
        0.881634
      ],
      "activity_state": "Moderate",
      "activity_direction": "Contracting",
      "rotation_direction": "Stable",
      "price_acceptance": -0.666667
    },
    "latest_close": 0.896,
    "trend_reference": 0.899567,
    "distance_from_trend": -0.003965,
    "trend_direction": "Weakening",
    "fair_value": 1.931821,
    "distance_from_fair_value": -0.536189,
    "fair_value_direction": "Improving",
    "relative_strength": -23.279154,
    "relative_strength_direction": "Improving",
    "price_momentum": -0.142584,
    "excess_performance": -0.313475,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.003965,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.065935,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.536189,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.009696,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.232792,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.022025,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.142584,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 1.096949,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 105792,
      "relative_activity": 4.666875,
      "balance": 1.096949,
      "dry_up": 1.733767,
      "accumulation_observations": 1,
      "distribution_observations": 1
    },
    "risk": {
      "range_context": 0.078297,
      "annualized_volatility": 0.508061,
      "from_high_reference": -0.338745,
      "from_low_reference": 0.227397
    },
    "levels": {
      "trend_reference": 0.899567,
      "fair_value_reference": 1.931821,
      "structural_low": 0.73,
      "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": 33,
        "median_return": -0.037594,
        "positive_rate": 0.424242,
        "directional_follow_through": 0.575758,
        "median_excess_return": -0.035278,
        "regime_survival": 0.909091,
        "best_return": 0.291262,
        "worst_return": -0.297297,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 11,
        "median_return": -0.039157,
        "positive_rate": 0.181818,
        "directional_follow_through": 0.818182,
        "median_excess_return": -0.101269,
        "regime_survival": 0.818182,
        "best_return": 0.158537,
        "worst_return": -0.292517,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 5,
        "median_return": -0.280702,
        "positive_rate": 0.0,
        "directional_follow_through": 1.0,
        "median_excess_return": -0.341844,
        "regime_survival": 0.8,
        "best_return": -0.016129,
        "worst_return": -0.313253,
        "sufficient": true
      },
      {
        "horizon": "Full cycle",
        "sample_count": 3,
        "median_return": -0.411371,
        "positive_rate": 0.0,
        "directional_follow_through": 1.0,
        "median_excess_return": -0.636679,
        "regime_survival": 0.666667,
        "best_return": -0.284946,
        "worst_return": -0.43797,
        "sufficient": false
      }
    ],
    "ledger": [
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        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2023-06-30",
        "end": "2023-10-06",
        "tenure": "Established",
        "return": -0.026882,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
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        "end": "2024-01-05",
        "tenure": "Established",
        "return": 0.105556,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
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        "end": "2024-02-02",
        "tenure": "New",
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        "active": false
      },
      {
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        "return": -0.025806,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2024-02-23",
        "end": "2024-03-01",
        "tenure": "New",
        "return": -0.06962,
        "active": false
      },
      {
        "regime": "downward_expansion",
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      {
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        "active": false
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        "regime": "downward_expansion",
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      {
        "regime": "balance",
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        "end": "2025-01-31",
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        "label": "Downward Expansion",
        "color": "red",
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    "chart_path": [
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        "date": "2023-08-18",
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        "volume": 28142,
        "typical_volume": 71880.65,
        "trend": 0.9905,
        "fair_value": 2.180256,
        "relative_strength": -23.522457,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -19.233733,
        "energy": 10.716971,
        "activity_lines": [
          0.925467,
          0.906,
          0.915252,
          0.94192
        ]
      },
      {
        "date": "2026-05-08",
        "close": 0.982,
        "volume": 21990,
        "typical_volume": 66336.05,
        "trend": 0.984567,
        "fair_value": 2.162449,
        "relative_strength": -25.481613,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -15.203342,
        "energy": 16.64226,
        "activity_lines": [
          0.9536,
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        ]
      },
      {
        "date": "2026-05-15",
        "close": 0.97,
        "volume": 12227,
        "typical_volume": 64773.85,
        "trend": 0.9779,
        "fair_value": 2.144051,
        "relative_strength": -25.182268,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -5.918806,
        "energy": 17.65375,
        "activity_lines": [
          0.9676,
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          0.925267,
          0.940432
        ]
      },
      {
        "date": "2026-05-22",
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        "volume": 6337,
        "typical_volume": 62027.75,
        "trend": 0.970733,
        "fair_value": 2.126936,
        "relative_strength": -26.251157,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -4.894518,
        "energy": 16.874804,
        "activity_lines": [
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      },
      {
        "date": "2026-05-29",
        "close": 0.93,
        "volume": 14470,
        "typical_volume": 56708.95,
        "trend": 0.963067,
        "fair_value": 2.107,
        "relative_strength": -27.31643,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -8.300547,
        "energy": 11.178486,
        "activity_lines": [
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          0.928476,
          0.936004
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      },
      {
        "date": "2026-06-05",
        "close": 0.95,
        "volume": 6502,
        "typical_volume": 50805.05,
        "trend": 0.957233,
        "fair_value": 2.088603,
        "relative_strength": -24.387968,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -8.333236,
        "energy": 7.103192,
        "activity_lines": [
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      },
      {
        "date": "2026-06-12",
        "close": 0.882,
        "volume": 3019,
        "typical_volume": 46883.5,
        "trend": 0.950467,
        "fair_value": 2.070923,
        "relative_strength": -30.719678,
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        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
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        "energy": 19.09694,
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      },
      {
        "date": "2026-06-19",
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        "volume": 0,
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        "trend": 0.9448,
        "fair_value": 2.053295,
        "relative_strength": -29.134172,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
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        "direction": -32.334748,
        "energy": 20.073891,
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      },
      {
        "date": "2026-06-26",
        "close": 0.88,
        "volume": 3289,
        "typical_volume": 26804.5,
        "trend": 0.938633,
        "fair_value": 2.03509,
        "relative_strength": -28.190592,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -44.556153,
        "energy": 30.686625,
        "activity_lines": [
          0.901067,
          0.923091,
          0.919714,
          0.923516
        ]
      },
      {
        "date": "2026-07-03",
        "close": 0.8,
        "volume": 16988,
        "typical_volume": 23304.4,
        "trend": 0.9283,
        "fair_value": 2.017526,
        "relative_strength": -35.466832,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -74.530125,
        "energy": 65.263298,
        "activity_lines": [
          0.864267,
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          0.908324,
          0.914572
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      },
      {
        "date": "2026-07-10",
        "close": 0.792,
        "volume": 17017,
        "typical_volume": 21688.15,
        "trend": 0.917867,
        "fair_value": 1.999654,
        "relative_strength": -34.780941,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -74.016411,
        "energy": 72.894801,
        "activity_lines": [
          0.833467,
          0.873891,
          0.896924,
          0.905778
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      },
      {
        "date": "2026-07-17",
        "close": 0.8,
        "volume": 11715,
        "typical_volume": 20375.4,
        "trend": 0.910367,
        "fair_value": 1.981962,
        "relative_strength": -32.071745,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -71.643182,
        "energy": 77.079699,
        "activity_lines": [
          0.815867,
          0.854873,
          0.887086,
          0.898174
        ]
      },
      {
        "date": "2026-07-24",
        "close": 0.794,
        "volume": 23082,
        "typical_volume": 19611.95,
        "trend": 0.9045,
        "fair_value": 1.964103,
        "relative_strength": -31.449287,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -69.324987,
        "energy": 77.642558,
        "activity_lines": [
          0.801733,
          0.838073,
          0.87739,
          0.890667
        ]
      },
      {
        "date": "2026-07-31",
        "close": 0.768,
        "volume": 16620,
        "typical_volume": 18537.35,
        "trend": 0.8995,
        "fair_value": 1.948,
        "relative_strength": -33.118508,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -74.038533,
        "energy": 79.570418,
        "activity_lines": [
          0.786667,
          0.819745,
          0.865343,
          0.88186
        ]
      },
      {
        "date": "2026-08-07",
        "close": 0.896,
        "volume": 105792,
        "typical_volume": 22668.7,
        "trend": 0.899567,
        "fair_value": 1.931821,
        "relative_strength": -23.279154,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -52.066712,
        "energy": 37.538435,
        "activity_lines": [
          0.821733,
          0.828,
          0.866448,
          0.881634
        ]
      }
    ],
    "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."
    }
  }
}