{
  "ticker": {
    "uuid": "81708b14-a302-442d-86c6-94c392386eca",
    "symbol": "AMPG",
    "name": "Amplitech 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": 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": 32.204,
    "architecture_energy": 20.027,
    "architecture_maturity": 76.419,
    "architecture_confidence": 96,
    "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": 49.48,
        "rotation_up": 20.75,
        "upward_expansion": 52.73,
        "deceleration": 93.9,
        "rotation_down": 29.01,
        "downward_expansion": 18.73
      },
      "activity_lines": [
        5.585667,
        6.090727,
        5.470429,
        4.743097
      ],
      "activity_state": "Moderate",
      "activity_direction": "Contracting",
      "rotation_direction": "Weakening",
      "price_acceptance": 0.0
    },
    "latest_close": 5.8,
    "trend_reference": 4.004833,
    "distance_from_trend": 0.44825,
    "trend_direction": "Improving",
    "fair_value": 2.440588,
    "distance_from_fair_value": 1.376476,
    "fair_value_direction": "Improving",
    "relative_strength": 36.346771,
    "relative_strength_direction": "Improving",
    "price_momentum": 0.959459,
    "excess_performance": 0.772006,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": true,
        "value": 0.44825,
        "read": "Above"
      },
      {
        "label": "Trend direction",
        "positive": true,
        "value": 0.376074,
        "read": "Rising"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": true,
        "value": 1.376476,
        "read": "Premium"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 1.351336,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": true,
        "value": 0.363468,
        "read": "Leading"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.733469,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": true,
        "value": 0.959459,
        "read": "Positive"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 2.65674,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 8058140,
      "relative_activity": 0.502759,
      "balance": 2.65674,
      "dry_up": 0.66172,
      "accumulation_observations": 5,
      "distribution_observations": 2
    },
    "risk": {
      "range_context": 0.339375,
      "annualized_volatility": 1.458332,
      "from_high_reference": -0.426311,
      "from_low_reference": 2.536585
    },
    "levels": {
      "trend_reference": 4.004833,
      "fair_value_reference": 2.440588,
      "structural_low": 1.64,
      "invalidation": "A sustained loss of Trend, followed by flattening structure and weakening relative strength, challenges the advancing diagnosis."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 9,
        "median_return": -0.052863,
        "positive_rate": 0.444444,
        "directional_follow_through": 0.444444,
        "median_excess_return": -0.008996,
        "regime_survival": 0.555556,
        "best_return": 0.225166,
        "worst_return": -0.162437,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 4,
        "median_return": -0.075461,
        "positive_rate": 0.25,
        "directional_follow_through": 0.25,
        "median_excess_return": -0.029725,
        "regime_survival": 0.25,
        "best_return": 0.217647,
        "worst_return": -0.163043,
        "sufficient": false
      },
      {
        "horizon": "Extended",
        "sample_count": 3,
        "median_return": -0.268116,
        "positive_rate": 0.333333,
        "directional_follow_through": 0.333333,
        "median_excess_return": -0.387624,
        "regime_survival": 0.0,
        "best_return": 0.446701,
        "worst_return": -0.426471,
        "sufficient": false
      },
      {
        "horizon": "Full cycle",
        "sample_count": 2,
        "median_return": 0.106719,
        "positive_rate": 0.5,
        "directional_follow_through": 0.5,
        "median_excess_return": -0.187963,
        "regime_survival": 0.0,
        "best_return": 0.543147,
        "worst_return": -0.32971,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2024-12-13",
        "end": "2024-12-20",
        "tenure": "New",
        "return": -0.142857,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2024-12-27",
        "end": "2025-01-24",
        "tenure": "Developing",
        "return": -0.661996,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2025-01-31",
        "end": "2025-03-28",
        "tenure": "Developing",
        "return": -0.233503,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
        "start": "2025-04-04",
        "end": "2025-05-02",
        "tenure": "Developing",
        "return": 0.411765,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-05-09",
        "end": "2025-05-23",
        "tenure": "New",
        "return": 0.243243,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2025-05-30",
        "end": "2025-06-27",
        "tenure": "Developing",
        "return": -0.018605,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2025-07-04",
        "end": "2025-07-25",
        "tenure": "New",
        "return": 0.441315,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-08-01",
        "end": "2025-10-17",
        "tenure": "Developing",
        "return": 0.252632,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2025-10-24",
        "end": "2026-01-09",
        "tenure": "Developing",
        "return": -0.035294,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2026-01-16",
        "end": "2026-02-20",
        "tenure": "Developing",
        "return": -0.271978,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2026-02-27",
        "end": "2026-05-15",
        "tenure": "Developing",
        "return": 0.100746,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
        "start": "2026-05-22",
        "end": "2026-06-12",
        "tenure": "New",
        "return": 0.684524,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2026-06-19",
        "end": "2026-07-17",
        "tenure": "Developing",
        "return": -0.261402,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2026-07-24",
        "end": "2026-08-07",
        "tenure": "New",
        "return": 0.07308,
        "active": true
      }
    ],
    "chart_path": [
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        "date": "2023-08-18",
        "close": 1.84,
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        "typical_volume": 277721.55,
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      },
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      },
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      },
      {
        "date": "2026-07-17",
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        "typical_volume": 14853261.9,
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        "fair_value": 2.381112,
        "relative_strength": 66.107947,
        "stage": 2,
        "regime": "upward_expansion",
        "modifier": "Early expansion",
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        "direction": 56.018205,
        "energy": 41.524076,
        "activity_lines": [
          6.668,
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          4.467806
        ]
      },
      {
        "date": "2026-07-24",
        "close": 5.405,
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        "typical_volume": 15361344.7,
        "trend": 3.875167,
        "fair_value": 2.401272,
        "relative_strength": 36.285377,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 41.119835,
        "energy": 28.225436,
        "activity_lines": [
          6.145667,
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          5.297952,
          4.571871
        ]
      },
      {
        "date": "2026-07-31",
        "close": 4.65,
        "volume": 9341547,
        "typical_volume": 15747756.55,
        "trend": 3.920833,
        "fair_value": 2.417298,
        "relative_strength": 15.99393,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 34.759458,
        "energy": 20.322917,
        "activity_lines": [
          5.610667,
          6.181727,
          5.334405,
          4.62186
        ]
      },
      {
        "date": "2026-08-07",
        "close": 5.8,
        "volume": 8058140,
        "typical_volume": 16027848.95,
        "trend": 4.004833,
        "fair_value": 2.440588,
        "relative_strength": 36.346771,
        "stage": 2,
        "regime": "deceleration",
        "modifier": "Recompressing",
        "gate": "up",
        "direction": 32.204176,
        "energy": 20.027419,
        "activity_lines": [
          5.585667,
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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."
    }
  }
}