{
  "ticker": {
    "uuid": "43ce67a5-d742-4e45-84eb-38a0339c401a",
    "symbol": "III",
    "name": "Information Services Group 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": 1,
    "stage_name": "Basing",
    "phase": "1b",
    "phase_label": "Stage 1B \u00b7 Basing",
    "transition": "stage_1_building",
    "transition_label": "Base still building",
    "confidence": 48.805,
    "architecture_regime": "rotation_up",
    "architecture_regime_label": "Rotation Up",
    "architecture_modifier": "Structural repair",
    "architecture_gate": "mixed",
    "architecture_direction": 35.849,
    "architecture_energy": 27.218,
    "architecture_maturity": 19.421,
    "architecture_confidence": 64.994,
    "architecture_tenure": "New",
    "architecture": {
      "interpretation": {
        "headline": "The Activity Line structure is rotating upward.",
        "body": "Fast Activity is improving relative to Slow Activity and price acceptance is strengthening. This is earlier than full positive Trend confirmation and remains a developing repair."
      },
      "scores": {
        "balance": 42.48,
        "rotation_up": 56.04,
        "upward_expansion": 33.07,
        "deceleration": 37.38,
        "rotation_down": 26.42,
        "downward_expansion": 28.74
      },
      "activity_lines": [
        4.404,
        4.248182,
        4.200913,
        4.205831
      ],
      "activity_state": "Compressed",
      "activity_direction": "Contracting",
      "rotation_direction": "Improving",
      "price_acceptance": -0.333333
    },
    "latest_close": 5.19,
    "trend_reference": 4.35638,
    "distance_from_trend": 0.191356,
    "trend_direction": "Weakening",
    "fair_value": 3.963028,
    "distance_from_fair_value": 0.309605,
    "fair_value_direction": "Improving",
    "relative_strength": -5.526724,
    "relative_strength_direction": "Improving",
    "price_momentum": 0.012762,
    "excess_performance": -0.174692,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.191356,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.090948,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.309605,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.310008,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.055267,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.258489,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.012762,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 1.739563,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 1742621,
      "relative_activity": 1.520768,
      "balance": 1.739563,
      "dry_up": 1.025713,
      "accumulation_observations": 4,
      "distribution_observations": 0
    },
    "risk": {
      "range_context": 0.073423,
      "annualized_volatility": 0.476579,
      "from_high_reference": -0.170963,
      "from_low_reference": 0.402429
    },
    "levels": {
      "trend_reference": 4.35638,
      "fair_value_reference": 3.963028,
      "structural_low": 3.700723,
      "invalidation": "A renewed decline below the structural range low, widening the discount to current Fair Value while Trend falls, weakens the base diagnosis."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 1,
        "median_return": -0.189008,
        "positive_rate": 0.0,
        "directional_follow_through": 0.0,
        "median_excess_return": -0.163585,
        "regime_survival": 0.0,
        "best_return": -0.189008,
        "worst_return": -0.189008,
        "sufficient": false
      },
      {
        "horizon": "Intermediate",
        "sample_count": 1,
        "median_return": -0.252068,
        "positive_rate": 0.0,
        "directional_follow_through": 0.0,
        "median_excess_return": -0.145117,
        "regime_survival": 0.0,
        "best_return": -0.252068,
        "worst_return": -0.252068,
        "sufficient": false
      },
      {
        "horizon": "Extended",
        "sample_count": 1,
        "median_return": -0.292611,
        "positive_rate": 0.0,
        "directional_follow_through": 0.0,
        "median_excess_return": -0.235707,
        "regime_survival": 0.0,
        "best_return": -0.292611,
        "worst_return": -0.292611,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 1,
        "median_return": -0.287271,
        "positive_rate": 0.0,
        "directional_follow_through": 0.0,
        "median_excess_return": -0.511581,
        "regime_survival": 0.0,
        "best_return": -0.287271,
        "worst_return": -0.287271,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2024-08-16",
        "end": "2024-11-22",
        "tenure": "Established",
        "return": 0.088228,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2024-11-29",
        "end": "2025-01-03",
        "tenure": "Developing",
        "return": -0.094755,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2025-01-10",
        "end": "2025-03-07",
        "tenure": "Developing",
        "return": 0.089109,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-03-14",
        "end": "2025-03-21",
        "tenure": "New",
        "return": 0.125186,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-03-28",
        "end": "2025-07-25",
        "tenure": "Established",
        "return": 0.143073,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2025-08-01",
        "end": "2025-08-29",
        "tenure": "Developing",
        "return": 0.230952,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-09-05",
        "end": "2025-11-07",
        "tenure": "Developing",
        "return": 0.001908,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2025-11-14",
        "end": "2025-12-12",
        "tenure": "Developing",
        "return": 0.161067,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-12-19",
        "end": "2026-02-13",
        "tenure": "Developing",
        "return": -0.199324,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2026-02-20",
        "end": "2026-03-06",
        "tenure": "New",
        "return": -0.048319,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2026-03-13",
        "end": "2026-06-12",
        "tenure": "Established",
        "return": 0.070846,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2026-06-19",
        "end": "2026-07-03",
        "tenure": "New",
        "return": 0.024938,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2026-07-10",
        "end": "2026-07-31",
        "tenure": "New",
        "return": 0.063939,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2026-08-07",
        "end": "2026-08-07",
        "tenure": "New",
        "return": 0.0,
        "active": true
      }
    ],
    "chart_path": [
      {
        "date": "2023-08-18",
        "close": 4.308666,
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        "typical_volume": 633563.6,
        "trend": 4.533351,
        "fair_value": 4.615509,
        "relative_strength": -17.210127,
        "stage": 1,
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        "modifier": "Upper balance after advance",
        "gate": "mixed",
        "direction": -22.846585,
        "energy": 17.766431,
        "activity_lines": [
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      },
      {
        "date": "2023-08-25",
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      },
      {
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      },
      {
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      },
      {
        "date": "2023-09-15",
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      },
      {
        "date": "2023-09-22",
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      },
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      },
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      },
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        "date": "2024-01-05",
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      },
      {
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      {
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      },
      {
        "date": "2026-07-17",
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        "energy": 35.117358,
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          4.210214
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      },
      {
        "date": "2026-07-24",
        "close": 3.86,
        "volume": 1116124,
        "typical_volume": 1181507.65,
        "trend": 4.418953,
        "fair_value": 3.961706,
        "relative_strength": -26.045123,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
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        "direction": -63.819996,
        "energy": 46.651298,
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          3.960667,
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      },
      {
        "date": "2026-07-31",
        "close": 4.16,
        "volume": 821448,
        "typical_volume": 1133245.0,
        "trend": 4.375716,
        "fair_value": 3.959347,
        "relative_strength": -20.476707,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -49.29824,
        "energy": 31.195852,
        "activity_lines": [
          4.009333,
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          4.093848,
          4.153296
        ]
      },
      {
        "date": "2026-08-07",
        "close": 5.19,
        "volume": 1742621,
        "typical_volume": 1145881.9,
        "trend": 4.35638,
        "fair_value": 3.963028,
        "relative_strength": -5.526724,
        "stage": 1,
        "regime": "rotation_up",
        "modifier": "Structural repair",
        "gate": "mixed",
        "direction": 35.848725,
        "energy": 27.217571,
        "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."
    }
  }
}