{
  "ticker": {
    "uuid": "95a27aa8-0564-4cf6-8143-864860831008",
    "symbol": "SONM",
    "name": "Sonim Technologies 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": 4,
    "stage_name": "Declining",
    "phase": "4a",
    "phase_label": "Stage 4A \u00b7 Breakdown",
    "transition": "stage_4_declining",
    "transition_label": "Stage 4 decline intact",
    "confidence": 96.0,
    "architecture_regime": "downward_expansion",
    "architecture_regime_label": "Downward Expansion",
    "architecture_modifier": "Early contraction",
    "architecture_gate": "down",
    "architecture_direction": -55.262,
    "architecture_energy": 51.668,
    "architecture_maturity": 13.919,
    "architecture_confidence": 88.563,
    "architecture_tenure": "New",
    "architecture": {
      "interpretation": {
        "headline": "The weekly architecture is expanding downward.",
        "body": "Trend and Activity show sustained negative alignment with weak price acceptance. Repair requires persistent improvement across the structure, not merely one strong observation."
      },
      "scores": {
        "balance": 30.57,
        "rotation_up": 10.69,
        "upward_expansion": 10.4,
        "deceleration": 38.9,
        "rotation_down": 65.92,
        "downward_expansion": 86.06
      },
      "activity_lines": [
        3.516693,
        3.856444,
        4.134716,
        4.206513
      ],
      "activity_state": "Compressed",
      "activity_direction": "Expanding",
      "rotation_direction": "Weakening",
      "price_acceptance": -0.833333
    },
    "latest_close": 3.78,
    "trend_reference": 4.441793,
    "distance_from_trend": -0.148992,
    "trend_direction": "Weakening",
    "fair_value": 54.171781,
    "distance_from_fair_value": -0.930222,
    "fair_value_direction": "Weakening",
    "relative_strength": -49.638732,
    "relative_strength_direction": "Improving",
    "price_momentum": -0.363636,
    "excess_performance": -0.55109,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.148992,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.128126,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.930222,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": false,
        "value": -0.004045,
        "read": "Moving away"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.496387,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.066233,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.363636,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": false,
        "value": 0.813822,
        "read": "Supply-led"
      }
    ],
    "volume": {
      "latest": 138091,
      "relative_activity": 0.760842,
      "balance": 0.813822,
      "dry_up": 0.629258,
      "accumulation_observations": 1,
      "distribution_observations": 2
    },
    "risk": {
      "range_context": 0.33444,
      "annualized_volatility": 1.082521,
      "from_high_reference": -0.777306,
      "from_low_reference": 0.499346
    },
    "levels": {
      "trend_reference": 4.441793,
      "fair_value_reference": 54.171781,
      "structural_low": 2.62,
      "invalidation": "Reclaiming a flat-to-rising Trend with improving relative strength is required before the declining diagnosis is repaired."
    },
    "outcomes": [
      {
        "horizon": "Near term",
        "sample_count": 42,
        "median_return": -0.058604,
        "positive_rate": 0.380952,
        "directional_follow_through": 0.619048,
        "median_excess_return": -0.073037,
        "regime_survival": 0.857143,
        "best_return": 1.187182,
        "worst_return": -0.441447,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 16,
        "median_return": -0.145307,
        "positive_rate": 0.25,
        "directional_follow_through": 0.75,
        "median_excess_return": -0.164194,
        "regime_survival": 0.625,
        "best_return": 0.851852,
        "worst_return": -0.5857,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 9,
        "median_return": -0.363958,
        "positive_rate": 0.111111,
        "directional_follow_through": 0.888889,
        "median_excess_return": -0.33361,
        "regime_survival": 0.777778,
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        "sufficient": true
      },
      {
        "horizon": "Full cycle",
        "sample_count": 4,
        "median_return": -0.673845,
        "positive_rate": 0.25,
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        "median_excess_return": -0.811434,
        "regime_survival": 0.75,
        "best_return": 1.000348,
        "worst_return": -0.871099,
        "sufficient": false
      }
    ],
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        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2023-07-28",
        "end": "2023-07-28",
        "tenure": "New",
        "return": 0.0,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
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        "end": "2023-09-22",
        "tenure": "Developing",
        "return": 0.287659,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2023-09-29",
        "end": "2023-10-20",
        "tenure": "New",
        "return": 0.284701,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
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        "end": "2024-02-16",
        "tenure": "Established",
        "return": -0.254439,
        "active": false
      },
      {
        "regime": "rotation_down",
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        "return": -0.082707,
        "active": false
      },
      {
        "regime": "downward_expansion",
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        "tenure": "Developing",
        "return": 0.308336,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
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        "end": "2024-07-12",
        "tenure": "New",
        "return": -0.449,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
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        "tenure": "New",
        "return": -0.005764,
        "active": false
      },
      {
        "regime": "downward_expansion",
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        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
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        "end": "2024-12-13",
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        "active": false
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      {
        "regime": "balance",
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        "active": false
      },
      {
        "regime": "downward_expansion",
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        "active": false
      },
      {
        "regime": "balance",
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        "active": true
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        "date": "2026-04-24",
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        "typical_volume": 278461.15,
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        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
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        "direction": -59.430975,
        "energy": 43.555836,
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      },
      {
        "date": "2026-05-01",
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      },
      {
        "date": "2026-05-08",
        "close": 5.09,
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      },
      {
        "date": "2026-05-15",
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        "typical_volume": 254656.5,
        "trend": 5.607553,
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        "stage": 4,
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        "energy": 21.289467,
        "activity_lines": [
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      },
      {
        "date": "2026-05-22",
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        "typical_volume": 240620.75,
        "trend": 5.334367,
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        "relative_strength": -59.345466,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
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      },
      {
        "date": "2026-05-29",
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      },
      {
        "date": "2026-06-05",
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      },
      {
        "date": "2026-06-12",
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        "date": "2026-06-19",
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      },
      {
        "date": "2026-06-26",
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        "relative_strength": -34.383867,
        "stage": 1,
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        "modifier": "Balance after decline",
        "gate": "mixed",
        "direction": 27.687096,
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          4.555503
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      },
      {
        "date": "2026-07-03",
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        "volume": 230804,
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        "trend": 4.547367,
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        "relative_strength": -56.067862,
        "stage": 1,
        "regime": "balance",
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        "gate": "mixed",
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      },
      {
        "date": "2026-07-10",
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        "volume": 257387,
        "typical_volume": 184460.65,
        "trend": 4.4907,
        "fair_value": 57.728878,
        "relative_strength": -52.071505,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "mixed",
        "direction": -12.448298,
        "energy": 6.143267,
        "activity_lines": [
          4.462,
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          4.46652
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      },
      {
        "date": "2026-07-17",
        "close": 3.39,
        "volume": 195699,
        "typical_volume": 186777.2,
        "trend": 4.415033,
        "fair_value": 56.550609,
        "relative_strength": -56.906929,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -43.339824,
        "energy": 23.827709,
        "activity_lines": [
          4.048,
          4.353291,
          4.338624,
          4.395508
        ]
      },
      {
        "date": "2026-07-24",
        "close": 3.1508,
        "volume": 86795,
        "typical_volume": 184265.85,
        "trend": 4.41006,
        "fair_value": 55.393883,
        "relative_strength": -57.958771,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -59.654329,
        "energy": 40.931982,
        "activity_lines": [
          3.644267,
          4.108691,
          4.236648,
          4.313944
        ]
      },
      {
        "date": "2026-07-31",
        "close": 3.392,
        "volume": 36250,
        "typical_volume": 180789.55,
        "trend": 4.427127,
        "fair_value": 54.779858,
        "relative_strength": -53.703104,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -56.019948,
        "energy": 54.823965,
        "activity_lines": [
          3.43888,
          3.937404,
          4.164734,
          4.248263
        ]
      },
      {
        "date": "2026-08-07",
        "close": 3.78,
        "volume": 138091,
        "typical_volume": 181497.5,
        "trend": 4.441793,
        "fair_value": 54.171781,
        "relative_strength": -49.638732,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -55.262462,
        "energy": 51.667589,
        "activity_lines": [
          3.516693,
          3.856444,
          4.134716,
          4.206513
        ]
      }
    ],
    "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."
    }
  }
}