{
  "ticker": {
    "uuid": "df8d9e55-e05b-43e7-9551-e03d8dbc9793",
    "symbol": "AIM",
    "name": "Aimia Inc.",
    "exchange": "TOR",
    "country": "CA",
    "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": "^GSPTSE",
    "stage": 4,
    "stage_name": "Declining",
    "phase": "4c",
    "phase_label": "Stage 4C \u00b7 Repair watch",
    "transition": "stage_4_to_1_watch",
    "transition_label": "Stage 4 \u2192 1 repair watch",
    "confidence": 54.954,
    "architecture_regime": "downward_expansion",
    "architecture_regime_label": "Downward Expansion",
    "architecture_modifier": "Early contraction",
    "architecture_gate": "down",
    "architecture_direction": -42.008,
    "architecture_energy": 40.523,
    "architecture_maturity": 4.511,
    "architecture_confidence": 84.801,
    "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": 32.64,
        "rotation_up": 18.75,
        "upward_expansion": 13.55,
        "deceleration": 34.81,
        "rotation_down": 58.24,
        "downward_expansion": 77.55
      },
      "activity_lines": [
        2.678,
        2.718182,
        2.734714,
        2.760753
      ],
      "activity_state": "Moderate",
      "activity_direction": "Expanding",
      "rotation_direction": "Weakening",
      "price_acceptance": 0.0
    },
    "latest_close": 2.8,
    "trend_reference": 2.818,
    "distance_from_trend": -0.006388,
    "trend_direction": "Weakening",
    "fair_value": 2.814487,
    "distance_from_fair_value": -0.005147,
    "fair_value_direction": "Improving",
    "relative_strength": -13.961572,
    "relative_strength_direction": "Improving",
    "price_momentum": -0.084967,
    "excess_performance": -0.205389,
    "evidence": [
      {
        "label": "Price vs Trend",
        "positive": false,
        "value": -0.006388,
        "read": "Below"
      },
      {
        "label": "Trend direction",
        "positive": false,
        "value": -0.004358,
        "read": "Falling"
      },
      {
        "label": "Price vs current Fair Value",
        "positive": false,
        "value": -0.005147,
        "read": "Below anchor"
      },
      {
        "label": "Fair Value direction",
        "positive": true,
        "value": 0.058323,
        "read": "Closing upward"
      },
      {
        "label": "Relative Strength vs benchmark",
        "positive": false,
        "value": -0.139616,
        "read": "Lagging"
      },
      {
        "label": "Relative strength direction",
        "positive": true,
        "value": 0.046002,
        "read": "Improving"
      },
      {
        "label": "Price momentum",
        "positive": false,
        "value": -0.084967,
        "read": "Negative"
      },
      {
        "label": "Volume balance",
        "positive": true,
        "value": 1.140159,
        "read": "Demand-led"
      }
    ],
    "volume": {
      "latest": 206800,
      "relative_activity": 0.880675,
      "balance": 1.140159,
      "dry_up": 1.587173,
      "accumulation_observations": 1,
      "distribution_observations": 2
    },
    "risk": {
      "range_context": 0.058791,
      "annualized_volatility": 0.272266,
      "from_high_reference": -0.186047,
      "from_low_reference": 0.129032
    },
    "levels": {
      "trend_reference": 2.818,
      "fair_value_reference": 2.814487,
      "structural_low": 2.48,
      "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": 31,
        "median_return": 0.02514,
        "positive_rate": 0.580645,
        "directional_follow_through": 0.419355,
        "median_excess_return": 0.019514,
        "regime_survival": 0.677419,
        "best_return": 0.165541,
        "worst_return": -0.13913,
        "sufficient": true
      },
      {
        "horizon": "Intermediate",
        "sample_count": 12,
        "median_return": -0.025078,
        "positive_rate": 0.416667,
        "directional_follow_through": 0.583333,
        "median_excess_return": -0.024013,
        "regime_survival": 0.5,
        "best_return": 0.171831,
        "worst_return": -0.139053,
        "sufficient": true
      },
      {
        "horizon": "Extended",
        "sample_count": 7,
        "median_return": -0.017857,
        "positive_rate": 0.428571,
        "directional_follow_through": 0.571429,
        "median_excess_return": -0.119039,
        "regime_survival": 0.428571,
        "best_return": 0.165049,
        "worst_return": -0.200893,
        "sufficient": true
      },
      {
        "horizon": "Full cycle",
        "sample_count": 4,
        "median_return": -0.105178,
        "positive_rate": 0.25,
        "directional_follow_through": 0.75,
        "median_excess_return": -0.177924,
        "regime_survival": 0.5,
        "best_return": 0.121569,
        "worst_return": -0.192893,
        "sufficient": false
      }
    ],
    "ledger": [
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
        "start": "2024-12-13",
        "end": "2025-02-07",
        "tenure": "Developing",
        "return": -0.143911,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-02-14",
        "end": "2025-04-18",
        "tenure": "Developing",
        "return": 0.029167,
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      },
      {
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        "return": 0.07874,
        "active": false
      },
      {
        "regime": "rotation_up",
        "label": "Rotation Up",
        "color": "teal",
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        "return": 0.061372,
        "active": false
      },
      {
        "regime": "upward_expansion",
        "label": "Upward Expansion",
        "color": "green",
        "start": "2025-06-13",
        "end": "2025-10-17",
        "tenure": "Established",
        "return": -0.006826,
        "active": false
      },
      {
        "regime": "deceleration",
        "label": "Deceleration",
        "color": "amber",
        "start": "2025-10-24",
        "end": "2025-11-07",
        "tenure": "New",
        "return": -0.062069,
        "active": false
      },
      {
        "regime": "rotation_down",
        "label": "Rotation Down",
        "color": "orange",
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        "end": "2025-12-12",
        "tenure": "Developing",
        "return": -0.048951,
        "active": false
      },
      {
        "regime": "downward_expansion",
        "label": "Downward Expansion",
        "color": "red",
        "start": "2025-12-19",
        "end": "2026-01-23",
        "tenure": "Developing",
        "return": 0.082143,
        "active": false
      },
      {
        "regime": "balance",
        "label": "Balance",
        "color": "blue",
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        "return": 0.02,
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      {
        "regime": "rotation_up",
        "label": "Rotation Up",
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        "return": -0.051613,
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      {
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        "return": -0.052817,
        "active": false
      },
      {
        "regime": "downward_expansion",
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      {
        "regime": "balance",
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      {
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        "active": true
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        "fair_value": 2.87891,
        "relative_strength": -17.889,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -58.775161,
        "energy": 40.921959,
        "activity_lines": [
          2.734,
          2.759636,
          2.838286,
          2.844495
        ]
      },
      {
        "date": "2026-05-08",
        "close": 2.69,
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        "typical_volume": 238220.0,
        "trend": 2.841667,
        "fair_value": 2.872308,
        "relative_strength": -18.561813,
        "stage": 4,
        "regime": "downward_expansion",
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        "gate": "down",
        "direction": -58.034165,
        "energy": 37.040339,
        "activity_lines": [
          2.713333,
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          2.833742
        ]
      },
      {
        "date": "2026-05-15",
        "close": 2.69,
        "volume": 176600,
        "typical_volume": 245290.0,
        "trend": 2.834333,
        "fair_value": 2.865833,
        "relative_strength": -17.548348,
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        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -59.153091,
        "energy": 40.062414,
        "activity_lines": [
          2.703333,
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          2.805667,
          2.823957
        ]
      },
      {
        "date": "2026-05-22",
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        "typical_volume": 251175.0,
        "trend": 2.827333,
        "fair_value": 2.859231,
        "relative_strength": -18.603672,
        "stage": 4,
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        "modifier": "Established contraction",
        "gate": "down",
        "direction": -57.820593,
        "energy": 40.51715,
        "activity_lines": [
          2.696,
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          2.79,
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      },
      {
        "date": "2026-05-29",
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        "volume": 714400,
        "typical_volume": 280315.0,
        "trend": 2.830333,
        "fair_value": 2.854551,
        "relative_strength": -13.220353,
        "stage": 4,
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        "modifier": "Established contraction",
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        "direction": -30.963233,
        "energy": 17.175523,
        "activity_lines": [
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          2.792619,
          2.818043
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      },
      {
        "date": "2026-06-05",
        "close": 2.77,
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        "typical_volume": 265995.0,
        "trend": 2.832,
        "fair_value": 2.850705,
        "relative_strength": -15.146713,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -35.010956,
        "energy": 15.754478,
        "activity_lines": [
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          2.814151
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      },
      {
        "date": "2026-06-12",
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        "volume": 19900,
        "typical_volume": 257175.0,
        "trend": 2.829,
        "fair_value": 2.846667,
        "relative_strength": -15.887196,
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        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -31.566463,
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          2.810151
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      },
      {
        "date": "2026-06-19",
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        "energy": 17.962774,
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          2.772667,
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      },
      {
        "date": "2026-06-26",
        "close": 2.73,
        "volume": 13200,
        "typical_volume": 232915.0,
        "trend": 2.826333,
        "fair_value": 2.838974,
        "relative_strength": -16.313445,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Established contraction",
        "gate": "down",
        "direction": -37.364269,
        "energy": 18.106794,
        "activity_lines": [
          2.758667,
          2.751273,
          2.760667,
          2.798753
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      },
      {
        "date": "2026-07-03",
        "close": 2.94,
        "volume": 98900,
        "typical_volume": 194005.0,
        "trend": 2.830333,
        "fair_value": 2.836346,
        "relative_strength": -10.132228,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": 2.458071,
        "energy": 6.329493,
        "activity_lines": [
          2.812,
          2.787273,
          2.773667,
          2.806086
        ]
      },
      {
        "date": "2026-07-10",
        "close": 2.84,
        "volume": 127200,
        "typical_volume": 193915.0,
        "trend": 2.834333,
        "fair_value": 2.831923,
        "relative_strength": -12.779041,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -11.048857,
        "energy": 11.719816,
        "activity_lines": [
          2.828,
          2.801455,
          2.777905,
          2.80671
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      },
      {
        "date": "2026-07-17",
        "close": 2.61,
        "volume": 461400,
        "typical_volume": 207060.0,
        "trend": 2.828,
        "fair_value": 2.825897,
        "relative_strength": -19.194403,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -48.348088,
        "energy": 19.161685,
        "activity_lines": [
          2.762667,
          2.771455,
          2.761,
          2.792237
        ]
      },
      {
        "date": "2026-07-24",
        "close": 2.61,
        "volume": 562800,
        "typical_volume": 224070.0,
        "trend": 2.822667,
        "fair_value": 2.821346,
        "relative_strength": -18.807863,
        "stage": 4,
        "regime": "balance",
        "modifier": "Balance after decline",
        "gate": "down",
        "direction": -58.116033,
        "energy": 32.430193,
        "activity_lines": [
          2.708,
          2.742909,
          2.746,
          2.778172
        ]
      },
      {
        "date": "2026-07-31",
        "close": 2.57,
        "volume": 259800,
        "typical_volume": 231700.0,
        "trend": 2.817333,
        "fair_value": 2.817308,
        "relative_strength": -19.03743,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -63.559814,
        "energy": 57.256385,
        "activity_lines": [
          2.649333,
          2.708545,
          2.728762,
          2.761871
        ]
      },
      {
        "date": "2026-08-07",
        "close": 2.8,
        "volume": 206800,
        "typical_volume": 234820.0,
        "trend": 2.818,
        "fair_value": 2.814487,
        "relative_strength": -13.961572,
        "stage": 4,
        "regime": "downward_expansion",
        "modifier": "Early contraction",
        "gate": "down",
        "direction": -42.008048,
        "energy": 40.523124,
        "activity_lines": [
          2.678,
          2.718182,
          2.734714,
          2.760753
        ]
      }
    ],
    "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."
    }
  }
}