{
  "ticker": {
    "uuid": "50eb2ebe-2787-4ad3-8d5c-e552d820aa0d",
    "symbol": "FIBK",
    "name": "First Interstate BancSystem Inc",
    "exchange": "NASDAQ",
    "country": "US",
    "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": "QQQ",
    "stage": 2,
    "stage_name": "Advancing",
    "phase": "2b",
    "phase_label": "Stage 2B \u00b7 Advancing",
    "transition": "stage_2_healthy",
    "transition_label": "Stage 2 trend intact",
    "confidence": 69.095,
    "architecture_regime": "upward_expansion",
    "architecture_regime_label": "Upward Expansion",
    "architecture_modifier": "Early expansion",
    "architecture_gate": "up",
    "architecture_direction": 44.667,
    "architecture_energy": 31.363,
    "architecture_maturity": 50.615,
    "architecture_confidence": 44.316,
    "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": 30.07,
        "rotation_up": 40.25,
        "upward_expansion": 65.43,
        "deceleration": 64.52,
        "rotation_down": 24.48,
        "downward_expansion": 15.43
      },
      "activity_lines": [
        37.777404,
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        36.247782
      ],
      "activity_state": "Moderate",
      "activity_direction": "Contracting",
      "rotation_direction": "Weakening",
      "price_acceptance": 0.5
    },
    "latest_close": 37.53,
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    "distance_from_trend": 0.051552,
    "trend_direction": "Improving",
    "fair_value": 28.3655,
    "distance_from_fair_value": 0.323086,
    "fair_value_direction": "Weakening",
    "relative_strength": -3.340504,
    "relative_strength_direction": "Improving",
    "price_momentum": -0.008212,
    "excess_performance": -0.195666,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.051552,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.042392,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.323086,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.006279,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.033405,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.015477,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.008212,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.740888,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 5800844,
      "relative_activity": 1.007252,
      "balance": 0.740888,
      "dry_up": 1.155455,
      "accumulation_observations": 1,
      "distribution_observations": 4
    },
    "risk": {
      "range_context": 0.047766,
      "annualized_volatility": 0.205662,
      "from_high_reference": -0.064302,
      "from_low_reference": 0.364067
    },
    "levels": {
      "trend_reference": 35.690088,
      "fair_value_reference": 28.3655,
      "structural_low": 31.207028,
      "invalidation": "A sustained loss of Trend, followed by flattening structure and weakening relative strength, challenges the advancing diagnosis."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 21,
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        "positive_rate": 0.52381,
        "directional_follow_through": 0.52381,
        "median_excess_return": 0.003052,
        "regime_survival": 0.761905,
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        "worst_return": -0.125207,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 8,
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        "worst_return": -0.155696,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 4,
        "median_return": -0.001331,
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        "worst_return": -0.093158,
        "sufficient": false
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      {
        "horizon": "Full cycle",
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        "date": "2026-04-17",
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      },
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      },
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        "date": "2026-05-08",
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      },
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        "date": "2026-05-15",
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      },
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      },
      {
        "date": "2026-05-29",
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      },
      {
        "date": "2026-06-05",
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        "fair_value": 27.429639,
        "relative_strength": -4.931661,
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      },
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        "date": "2026-06-12",
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      },
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        "date": "2026-06-19",
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      },
      {
        "date": "2026-06-26",
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        "activity_lines": [
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      },
      {
        "date": "2026-07-03",
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      },
      {
        "date": "2026-07-10",
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        "fair_value": 28.000097,
        "relative_strength": -0.83296,
        "stage": 2,
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        "direction": 69.092214,
        "energy": 75.799356,
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      },
      {
        "date": "2026-07-17",
        "close": 38.706252,
        "volume": 7016014,
        "typical_volume": 5801104.8,
        "trend": 35.455261,
        "fair_value": 28.108676,
        "relative_strength": 4.2123,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 69.824376,
        "energy": 76.027782,
        "activity_lines": [
          38.451471,
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          36.36779,
          35.854051
        ]
      },
      {
        "date": "2026-07-24",
        "close": 37.659069,
        "volume": 6483401,
        "typical_volume": 5840030.75,
        "trend": 35.543109,
        "fair_value": 28.197389,
        "relative_strength": 2.843822,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 62.516034,
        "energy": 54.873308,
        "activity_lines": [
          38.282954,
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          36.594267,
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        ]
      },
      {
        "date": "2026-07-31",
        "close": 37.560278,
        "volume": 7317181,
        "typical_volume": 5901044.2,
        "trend": 35.648133,
        "fair_value": 28.280006,
        "relative_strength": 1.796497,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 58.111861,
        "energy": 41.565486,
        "activity_lines": [
          37.999568,
          37.851742,
          36.792664,
          36.126372
        ]
      },
      {
        "date": "2026-08-07",
        "close": 37.53,
        "volume": 5800844,
        "typical_volume": 5759080.3,
        "trend": 35.690088,
        "fair_value": 28.3655,
        "relative_strength": -3.340504,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
        "gate": "up",
        "direction": 44.666531,
        "energy": 31.363376,
        "activity_lines": [
          37.777404,
          37.869515,
          36.964997,
          36.247782
        ]
      }
    ],
    "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."
    }
  }
}