{
  "ticker": {
    "uuid": "6c0b5a87-80c4-4c09-be77-1b1b3b1e5d0d",
    "symbol": "VECO",
    "name": "Veeco Instruments 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": 96.0,
    "architecture_regime": "deceleration",
    "architecture_regime_label": "Deceleration",
    "architecture_modifier": "Recompressing",
    "architecture_gate": "up",
    "architecture_direction": 6.235,
    "architecture_energy": 18.882,
    "architecture_maturity": 64.662,
    "architecture_confidence": 74.318,
    "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": 58.71,
        "rotation_up": 15.8,
        "upward_expansion": 41.33,
        "deceleration": 87.34,
        "rotation_down": 43.29,
        "downward_expansion": 35.33
      },
      "activity_lines": [
        52.056333,
        56.818727,
        57.904429,
        53.418151
      ],
      "activity_state": "Compressed",
      "activity_direction": "Contracting",
      "rotation_direction": "Weakening",
      "price_acceptance": -0.5
    },
    "latest_close": 52.785,
    "trend_reference": 47.021167,
    "distance_from_trend": 0.12258,
    "trend_direction": "Improving",
    "fair_value": 32.744647,
    "distance_from_fair_value": 0.612019,
    "fair_value_direction": "Weakening",
    "relative_strength": 20.53831,
    "relative_strength_direction": "Weakening",
    "price_momentum": 0.719941,
    "excess_performance": 0.532488,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.12258,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.278189,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 0.612019,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.377742,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": true,
        "value": 0.205383,
        "read": "Leading"
      },
      {
        "label": "Relative strength direction",
        "positive": false,
        "value": -0.50075,
        "read": "Weakening"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.719941,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.738123,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 5261322,
      "relative_activity": 0.764857,
      "balance": 0.738123,
      "dry_up": 0.713427,
      "accumulation_observations": 2,
      "distribution_observations": 3
    },
    "risk": {
      "range_context": 0.213827,
      "annualized_volatility": 0.751657,
      "from_high_reference": -0.390685,
      "from_low_reference": 1.264479
    },
    "levels": {
      "trend_reference": 47.021167,
      "fair_value_reference": 32.744647,
      "structural_low": 27.3,
      "invalidation": "A sustained loss of Trend, followed by flattening structure and weakening relative strength, challenges the advancing diagnosis."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 14,
        "median_return": 0.009605,
        "positive_rate": 0.642857,
        "directional_follow_through": 0.642857,
        "median_excess_return": 0.018447,
        "regime_survival": 0.428571,
        "best_return": 0.181172,
        "worst_return": -0.179911,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 8,
        "median_return": 0.076362,
        "positive_rate": 0.75,
        "directional_follow_through": 0.75,
        "median_excess_return": 0.040429,
        "regime_survival": 0.125,
        "best_return": 0.233079,
        "worst_return": -0.311898,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 6,
        "median_return": 0.258463,
        "positive_rate": 0.666667,
        "directional_follow_through": 0.666667,
        "median_excess_return": 0.124891,
        "regime_survival": 0.166667,
        "best_return": 1.173358,
        "worst_return": -0.167804,
        "sufficient": true
      },
      {
        "horizon": "Full cycle",
        "sample_count": 3,
        "median_return": -0.17734,
        "positive_rate": 0.333333,
        "directional_follow_through": 0.333333,
        "median_excess_return": -1e-06,
        "regime_survival": 0.0,
        "best_return": 0.770992,
        "worst_return": -0.449374,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2023-12-08",
        "end": "2024-04-19",
        "tenure": "Established",
        "return": 0.146779,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2024-04-26",
        "end": "2024-05-03",
        "tenure": "New",
        "return": 0.034414,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2024-05-10",
        "end": "2024-07-26",
        "tenure": "Developing",
        "return": 0.038148,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
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        "end": "2024-08-30",
        "tenure": "Developing",
        "return": 0.006523,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
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        "end": "2024-09-27",
        "tenure": "New",
        "return": 0.130098,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2024-10-04",
        "end": "2025-06-27",
        "tenure": "Extended",
        "return": -0.374771,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-07-04",
        "end": "2025-08-15",
        "tenure": "Developing",
        "return": 0.11049,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2025-08-22",
        "end": "2025-08-29",
        "tenure": "New",
        "return": -0.028911,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-09-05",
        "end": "2025-11-14",
        "tenure": "Developing",
        "return": 0.190534,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
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        "end": "2025-12-05",
        "tenure": "New",
        "return": 0.169708,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
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        "end": "2026-03-06",
        "tenure": "Established",
        "return": -0.010451,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
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        "end": "2026-04-03",
        "tenure": "New",
        "return": 0.110178,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
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        "end": "2026-07-10",
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        "active": false
      },
      {
        "regime": "deceleration",
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        "tenure": "New",
        "return": 0.009853,
        "active": true
      }
    ],
    "chart_path": [
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      },
      {
        "date": "2026-07-17",
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        "typical_volume": 6980374.95,
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        "fair_value": 32.304167,
        "relative_strength": 28.440306,
        "stage": 2,
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        "energy": 23.293885,
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      },
      {
        "date": "2026-07-24",
        "close": 51.66,
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        "typical_volume": 6852835.55,
        "trend": 45.716667,
        "fair_value": 32.458846,
        "relative_strength": 27.384867,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
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        "direction": 21.467785,
        "energy": 25.335617,
        "activity_lines": [
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      },
      {
        "date": "2026-07-31",
        "close": 50.0,
        "volume": 5429173,
        "typical_volume": 6864569.95,
        "trend": 46.365333,
        "fair_value": 32.598462,
        "relative_strength": 21.216207,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 11.955574,
        "energy": 21.016977,
        "activity_lines": [
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        ]
      },
      {
        "date": "2026-08-07",
        "close": 52.785,
        "volume": 5261322,
        "typical_volume": 6878831.9,
        "trend": 47.021167,
        "fair_value": 32.744647,
        "relative_strength": 20.53831,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 6.235327,
        "energy": 18.881733,
        "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."
    }
  }
}