{
  "ticker": {
    "uuid": "864ada55-e5d6-4db9-a6fc-98babf078d69",
    "symbol": "ALNT",
    "name": "Allient 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": "2c",
    "phase_label": "Stage 2C \u00b7 Late advance",
    "transition": "stage_2_healthy",
    "transition_label": "Stage 2 trend intact",
    "confidence": 96.0,
    "architecture_regime": "deceleration",
    "architecture_regime_label": "Deceleration",
    "architecture_modifier": "Recompressing",
    "architecture_gate": "up",
    "architecture_direction": 78.177,
    "architecture_energy": 49.916,
    "architecture_maturity": 36.048,
    "architecture_confidence": 63.056,
    "architecture_tenure": "New",
    "architecture": {
      "interpretation": {
        "headline": "The upward structure remains, but its energy is decelerating.",
        "body": "Trend remains positive, but Activity or price acceptance is losing strength. This can become a healthy recompression, a re-acceleration, or a Rotation Down."
      },
      "scores": {
        "balance": 36.22,
        "rotation_up": 50.62,
        "upward_expansion": 72.42,
        "deceleration": 73.19,
        "rotation_down": 20.74,
        "downward_expansion": 6.09
      },
      "activity_lines": [
        96.004,
        93.567818,
        86.727749,
        81.430025
      ],
      "activity_state": "Moderate",
      "activity_direction": "Contracting",
      "rotation_direction": "Weakening",
      "price_acceptance": 0.166667
    },
    "latest_close": 112.81,
    "trend_reference": 75.075863,
    "distance_from_trend": 0.502613,
    "trend_direction": "Improving",
    "fair_value": 39.762315,
    "distance_from_fair_value": 1.837108,
    "fair_value_direction": "Improving",
    "relative_strength": 54.694522,
    "relative_strength_direction": "Improving",
    "price_momentum": 0.717948,
    "excess_performance": 0.530495,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.502613,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.201116,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 1.837108,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.964296,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": true,
        "value": 0.546945,
        "read": "Leading"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.467976,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.717948,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 2.443819,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 1651338,
      "relative_activity": 1.371153,
      "balance": 2.443819,
      "dry_up": 1.168831,
      "accumulation_observations": 6,
      "distribution_observations": 2
    },
    "risk": {
      "range_context": 0.11573,
      "annualized_volatility": 0.634403,
      "from_high_reference": -0.039751,
      "from_low_reference": 1.793251
    },
    "levels": {
      "trend_reference": 75.075863,
      "fair_value_reference": 39.762315,
      "structural_low": 55.067551,
      "invalidation": "A sustained loss of Trend, followed by flattening structure and weakening relative strength, challenges the advancing diagnosis."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 11,
        "median_return": 0.003364,
        "positive_rate": 0.545455,
        "directional_follow_through": 0.545455,
        "median_excess_return": 0.004917,
        "regime_survival": 0.363636,
        "best_return": 0.196251,
        "worst_return": -0.107865,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 7,
        "median_return": 0.111034,
        "positive_rate": 0.714286,
        "directional_follow_through": 0.714286,
        "median_excess_return": -0.062198,
        "regime_survival": 0.142857,
        "best_return": 0.565078,
        "worst_return": -0.155731,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 4,
        "median_return": -0.036477,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": -0.092054,
        "regime_survival": 0.25,
        "best_return": 0.283711,
        "worst_return": -0.400699,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 3,
        "median_return": 0.052111,
        "positive_rate": 0.666667,
        "directional_follow_through": 0.666667,
        "median_excess_return": -0.255827,
        "regime_survival": 0.0,
        "best_return": 0.160894,
        "worst_return": -0.273086,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2024-03-22",
        "end": "2024-03-29",
        "tenure": "New",
        "return": 0.067624,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2024-04-05",
        "end": "2024-04-19",
        "tenure": "New",
        "return": -0.096371,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2024-04-26",
        "end": "2024-05-24",
        "tenure": "Developing",
        "return": -0.107865,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2024-05-31",
        "end": "2024-06-14",
        "tenure": "New",
        "return": -0.103321,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2024-06-21",
        "end": "2024-11-22",
        "tenure": "Established",
        "return": -0.033137,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
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        "return": -0.006546,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-01-24",
        "end": "2025-03-07",
        "tenure": "Developing",
        "return": -0.122464,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-03-14",
        "end": "2025-04-04",
        "tenure": "New",
        "return": -0.13803,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
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        "end": "2025-05-02",
        "tenure": "New",
        "return": 0.073206,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
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        "active": false
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      {
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        "end": "2026-03-20",
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        "active": false
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      {
        "regime": "deceleration",
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        "return": 0.191926,
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      {
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        "active": false
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      {
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        "return": 0.289847,
        "active": true
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      },
      {
        "date": "2026-07-03",
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      },
      {
        "date": "2026-07-17",
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        "fair_value": 38.573658,
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      },
      {
        "date": "2026-07-24",
        "close": 86.78,
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        "typical_volume": 1154100.6,
        "trend": 72.217534,
        "fair_value": 38.884474,
        "relative_strength": 29.227838,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Established expansion",
        "gate": "up",
        "direction": 43.61544,
        "energy": 30.932773,
        "activity_lines": [
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      },
      {
        "date": "2026-07-31",
        "close": 87.46,
        "volume": 1556839,
        "typical_volume": 1166413.6,
        "trend": 73.282299,
        "fair_value": 39.243571,
        "relative_strength": 28.063327,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 40.379369,
        "energy": 27.525284,
        "activity_lines": [
          87.686667,
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      },
      {
        "date": "2026-08-07",
        "close": 112.81,
        "volume": 1651338,
        "typical_volume": 1204342.85,
        "trend": 75.075863,
        "fair_value": 39.762315,
        "relative_strength": 54.694522,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 78.176648,
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        "activity_lines": [
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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."
    }
  }
}