{ "ticker": { "uuid": "44fb1dfb-2ca0-4ba2-9bde-49b34e6f0386", "symbol": "CSS", "name": "Communication & System Solution Public Company Limited", "exchange": "SET", "country": "TH", "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": "^SET.BK", "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": "upward_expansion", "architecture_regime_label": "Upward Expansion", "architecture_modifier": "Established expansion", "architecture_gate": "up", "architecture_direction": 62.968, "architecture_energy": 45.676, "architecture_maturity": 68.796, "architecture_confidence": 85.172, "architecture_tenure": "Developing", "architecture": { "interpretation": { "headline": "The weekly architecture is expanding upward.", "body": "Trend and Activity show sustained positive alignment with constructive price acceptance. Directional energy remains positive; cooling within this regime can indicate that it is maturing." }, "scores": { "balance": 7.13, "rotation_up": 53.35, "upward_expansion": 82.2, "deceleration": 64.95, "rotation_down": 25.3, "downward_expansion": 6.53 }, "activity_lines": [ 1.010667, 1.002182, 0.954767, 0.906597 ], "activity_state": "Wide", "activity_direction": "Contracting", "rotation_direction": "Weakening", "price_acceptance": 0.833333 }, "latest_close": 1.02, "trend_reference": 0.850077, "distance_from_trend": 0.199891, "trend_direction": "Improving", "fair_value": 0.811102, "distance_from_fair_value": 0.257548, "fair_value_direction": "Improving", "relative_strength": 8.285488, "relative_strength_direction": "Improving", "price_momentum": 0.342105, "excess_performance": 0.14978, "evidence": [ { "label": "Price vs Trend", "positive": true, "value": 0.199891, "read": "Above" }, { "label": "Trend direction", "positive": true, "value": 0.103788, "read": "Rising" }, { "label": "Price vs current Fair Value", "positive": true, "value": 0.257548, "read": "Premium" }, { "label": "Fair Value direction", "positive": true, "value": 0.318001, "read": "Closing upward" }, { "label": "Relative Strength vs benchmark", "positive": true, "value": 0.082855, "read": "Leading" }, { "label": "Relative strength direction", "positive": true, "value": 0.223623, "read": "Improving" }, { "label": "Price momentum", "positive": true, "value": 0.342105, "read": "Positive" }, { "label": "Volume balance", "positive": true, "value": 7.299012, "read": "Demand-led" } ], "volume": { "latest": 6357100, "relative_activity": 0.486821, "balance": 7.299012, "dry_up": 0.913347, "accumulation_observations": 3, "distribution_observations": 1 }, "risk": { "range_context": 0.085219, "annualized_volatility": 0.317763, "from_high_reference": -0.089286, "from_low_reference": 0.414651 }, "levels": { "trend_reference": 0.850077, "fair_value_reference": 0.811102, "structural_low": 0.721026, "invalidation": "A 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0.882897, 0.846336 ] }, { "date": "2026-07-10", "close": 1.0, "volume": 13793400, "typical_volume": 11348850.0, "trend": 0.814137, "fair_value": 0.811403, "relative_strength": 5.374945, "stage": 2, "regime": "upward_expansion", "modifier": "Early expansion", "gate": "up", "direction": 67.337814, "energy": 58.623425, "activity_lines": [ 0.989333, 0.970727, 0.8987, 0.858886 ] }, { "date": "2026-07-17", "close": 1.02, "volume": 26230300, "typical_volume": 12557440.0, "trend": 0.823128, "fair_value": 0.811348, "relative_strength": 6.418439, "stage": 2, "regime": "upward_expansion", "modifier": "Established expansion", "gate": "up", "direction": 68.095909, "energy": 56.040102, "activity_lines": [ 1.002667, 0.985818, 0.91531, 0.872167 ] }, { "date": "2026-07-24", "close": 1.02, "volume": 10638300, "typical_volume": 12831435.0, "trend": 0.832444, "fair_value": 0.811292, "relative_strength": 6.186122, "stage": 2, "regime": "upward_expansion", "modifier": "Established expansion", "gate": "up", "direction": 66.444186, "energy": 54.136941, "activity_lines": [ 1.010667, 0.996364, 0.930683, 0.884868 ] }, { "date": "2026-07-31", "close": 0.99, "volume": 4481700, "typical_volume": 12880955.0, "trend": 0.840761, "fair_value": 0.811044, "relative_strength": 4.385626, "stage": 2, "regime": "upward_expansion", "modifier": "Established expansion", "gate": "up", "direction": 60.29962, "energy": 47.369536, "activity_lines": [ 1.006667, 0.997091, 0.941867, 0.895033 ] }, { "date": "2026-08-07", "close": 1.02, "volume": 6357100, "typical_volume": 13058400.0, "trend": 0.850077, "fair_value": 0.811102, "relative_strength": 8.285488, "stage": 2, "regime": "upward_expansion", "modifier": "Established expansion", "gate": "up", "direction": 62.968094, "energy": 45.675754, "activity_lines": [ 1.010667, 1.002182, 0.954767, 0.906597 ] } ], "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." } } }