{ "ticker": { "uuid": "d32a4d6c-2908-4cf0-807c-edefdf67ff07", "symbol": "FWDI", "name": "Forward Industries, 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": "4b", "phase_label": "Stage 4B \u00b7 Declining", "transition": "stage_4_declining", "transition_label": "Stage 4 decline intact", "confidence": 96.0, "architecture_regime": "downward_expansion", "architecture_regime_label": "Downward Expansion", "architecture_modifier": "Established contraction", "architecture_gate": "down", "architecture_direction": -47.709, "architecture_energy": 27.096, "architecture_maturity": 72.289, "architecture_confidence": 94.066, "architecture_tenure": "Extended", "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": 37.48, "rotation_up": 21.12, "upward_expansion": 4.17, "deceleration": 46.97, "rotation_down": 49.54, "downward_expansion": 75.17 }, "activity_lines": [ 4.117333, 4.180091, 4.286976, 4.401989 ], "activity_state": "Compressed", "activity_direction": "Stable", "rotation_direction": "Stable", "price_acceptance": -0.5 }, "latest_close": 4.33, "trend_reference": 4.775833, "distance_from_trend": -0.093352, "trend_direction": "Weakening", "fair_value": 7.008452, "distance_from_fair_value": -0.382175, "fair_value_direction": "Weakening", "relative_strength": -59.54317, "relative_strength_direction": "Improving", "price_momentum": -0.172084, "excess_performance": -0.359538, "evidence": [ { "label": "Price vs Trend", "positive": false, "value": -0.093352, "read": "Below" }, { "label": "Trend direction", "positive": false, "value": -0.215318, "read": "Falling" }, { "label": "Price vs current Fair Value", "positive": false, "value": -0.382175, "read": "Below anchor" }, { "label": "Fair Value direction", "positive": false, "value": -0.026131, "read": "Moving away" }, { "label": "Relative Strength vs benchmark", "positive": false, "value": -0.595432, "read": "Lagging" }, { "label": "Relative strength direction", "positive": true, "value": 0.011249, "read": "Improving" }, { "label": "Price momentum", "positive": false, "value": -0.172084, "read": "Negative" }, { "label": "Volume balance", "positive": false, "value": 0.82209, "read": "Supply-led" } ], "volume": { "latest": 3249686, "relative_activity": 0.622278, "balance": 0.82209, "dry_up": 0.807689, "accumulation_observations": 2, "distribution_observations": 3 }, "risk": { "range_context": 0.195523, "annualized_volatility": 0.665876, "from_high_reference": -0.90587, "from_low_reference": 0.244253 }, "levels": { "trend_reference": 4.775833, "fair_value_reference": 7.008452, "structural_low": 3.48, "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": 46, "median_return": -0.012375, "positive_rate": 0.369565, "directional_follow_through": 0.586957, "median_excess_return": -0.037147, "regime_survival": 0.913043, "best_return": 0.25, "worst_return": -0.346687, "sufficient": true }, { "horizon": "Intermediate", "sample_count": 15, "median_return": -0.095145, "positive_rate": 0.133333, "directional_follow_through": 0.8, "median_excess_return": -0.157171, "regime_survival": 0.8, "best_return": 0.271955, "worst_return": -0.413133, "sufficient": true }, { "horizon": "Extended", "sample_count": 8, "median_return": -0.238999, "positive_rate": 0.25, "directional_follow_through": 0.75, "median_excess_return": -0.363813, "regime_survival": 0.75, "best_return": 0.073654, "worst_return": -0.419408, "sufficient": true }, { "horizon": "Full cycle", 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4.29, "volume": 5970923, "typical_volume": 5392662.4, "trend": 5.190333, "fair_value": 7.126689, "relative_strength": -62.84501, "stage": 4, "regime": "downward_expansion", "modifier": "Established contraction", "gate": "down", "direction": -36.529105, "energy": 18.823019, "activity_lines": [ 4.378, 4.348364, 4.427667, 4.652065 ] }, { "date": "2026-07-17", "close": 4.015, "volume": 4535100, "typical_volume": 5399236.85, "trend": 5.089833, "fair_value": 7.095086, "relative_strength": -63.242778, "stage": 4, "regime": "downward_expansion", "modifier": "Established contraction", "gate": "down", "direction": -52.465478, "energy": 26.202718, "activity_lines": [ 4.266333, 4.278545, 4.383762, 4.576237 ] }, { "date": "2026-07-24", "close": 3.89, "volume": 4569588, "typical_volume": 5356861.55, "trend": 4.985167, "fair_value": 7.066144, "relative_strength": -63.263342, "stage": 4, "regime": "downward_expansion", "modifier": "Established contraction", "gate": "down", "direction": -54.070019, "energy": 27.031116, "activity_lines": [ 4.130667, 4.200091, 4.329024, 4.498828 ] }, { "date": "2026-07-31", "close": 4.03, "volume": 4517413, "typical_volume": 5348297.8, "trend": 4.875833, "fair_value": 7.036465, "relative_strength": -61.37445, "stage": 4, "regime": "downward_expansion", "modifier": "Established contraction", "gate": "down", "direction": -51.817811, "energy": 30.213099, "activity_lines": [ 4.076333, 4.157818, 4.292095, 4.437204 ] }, { "date": "2026-08-07", "close": 4.33, "volume": 3249686, "typical_volume": 5222241.5, "trend": 4.775833, "fair_value": 7.008452, "relative_strength": -59.54317, "stage": 4, "regime": "downward_expansion", "modifier": "Established contraction", "gate": "down", "direction": -47.708616, "energy": 27.096135, "activity_lines": [ 4.117333, 4.180091, 4.286976, 4.401989 ] } ], "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." } } }