{"schema_version":"1.0","name":"RSYSTEMS Technical Research Pack","type":"technical_research_pack","method_version":"technical-research-pack-1","as_of":"2026-08-14","ticker":{"uuid":"c0bb5ff4-009a-407d-85d4-9406119098ad","symbol":"RSYSTEMS","name":"R Systems International Limited","exchange":"NSI","country":"IN","asset_type":"equity","currency":"INR","sector":"Technology","industry":"Information Technology Services"},"summary":"Market Dynamics eased this week but remains positive. The broader path remains constructive, so one softer week does not by itself establish weakening confirmation. 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cautious, Market Dynamics positive","kind":"disagreement","expectedDirection":"higher","episodes":18,"completedEpisodes":16,"activeEpisodes":2,"medianExpectedMove":4.4,"averageExpectedMove":12.9,"averageWeeksToLargestMove":6.1,"horizons":[{"weeks":4,"sample":17,"expectedCount":7,"expectedPercent":41.2,"averageReturn":-0.3,"medianReturn":-3.3,"confidenceLow":21.6,"confidenceHigh":64.0,"confidence":"Mixed historical record"},{"weeks":12,"sample":16,"expectedCount":6,"expectedPercent":37.5,"averageReturn":4.4,"medianReturn":-1.1,"confidenceLow":18.5,"confidenceHigh":61.4,"confidence":"Mixed historical record"},{"weeks":26,"sample":16,"expectedCount":5,"expectedPercent":31.2,"averageReturn":-2.2,"medianReturn":-8.7,"confidenceLow":14.2,"confidenceHigh":55.6,"confidence":"Mixed historical 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record"}],"path":[{"week":0,"sample":0},{"week":1,"averageReturn":-5.7,"sample":3},{"week":2,"averageReturn":-4.7,"sample":3},{"week":3,"averageReturn":-4.6,"sample":3},{"week":4,"averageReturn":-6.0,"sample":3},{"week":5,"averageReturn":-4.4,"sample":3},{"week":6,"averageReturn":-4.8,"sample":3},{"week":7,"averageReturn":-3.5,"sample":3},{"week":8,"averageReturn":-6.6,"sample":3},{"week":9,"averageReturn":-7.0,"sample":3},{"week":10,"averageReturn":-8.1,"sample":3},{"week":11,"averageReturn":-6.6,"sample":3},{"week":12,"averageReturn":-7.2,"sample":3},{"week":13,"averageReturn":-8.0,"sample":3},{"week":14,"averageReturn":-9.1,"sample":3},{"week":15,"averageReturn":-10.6,"sample":3},{"week":16,"averageReturn":-11.9,"sample":3},{"week":17,"averageReturn":-15.4,"sample":3},{"week":18,"averageReturn":-17.7,"sample":3},{"week":19,"averageReturn":-20.9,"sample":3},{"week":20,"averageReturn":-21.2,"sample":3},{"week":21,"averageReturn":-24.2,"sample":3},{"week":22,"averageReturn":-27.3,"sample":3},{"week":23,"averageReturn":-29.3,"sample":3},{"week":24,"averageReturn":-35.7,"sample":3},{"week":25,"averageReturn":-33.5,"sample":3},{"week":26,"averageReturn":-37.1,"sample":3}]},"currentApplication":{"status":"Countertrend conflict","tone":"caution","headline":"Market Dynamics is positive while price remains rotational","use":"Treat the improvement as context until price establishes a clear response.","confirm":"This is an early challenge rather than a confirmed reversal. Price must respond to the improvement before the downward technical state can be considered resolved.","invalidate":"Reassess the reading when either price structure or the Market Dynamics state changes materially.","level":"positive","direction":"weakening","zone":"accumulation","zoneContext":"Price is within accumulation conditions, but the completed tape has not yet confirmed a recovery. The zone is a watch area rather than a directional signal.","historical":{"label":"Broad directional cases","weeks":12,"direction":"higher","percent":37.5,"averageReturn":4.4,"sample":16},"nowContext":{"label":"Easier this week","detail":"Market Dynamics eased this week but remains positive."},"fourWeekContext":{"label":"Strengthened over four weeks","detail":"The broader path remains constructive, so one softer week does not by itself establish weakening confirmation."},"priceContext":{"label":"Price remains downward while Market Dynamics is positive","detail":"The positive Market Dynamics reading has not yet reversed the downward price structure."}},"strategyApproach":{"headline":"Strategy observations from this ticker's own record","summary":"The current reading identifies the setup. The observations below show how this ticker's completed history can guide positioning, confirmation and risk control without treating any one reading as a forecast.","observations":[{"eyebrow":"Early repair watch","title":"Prepare the case before price confirms the recovery","tone":"recovery","approach":"Use the improvement to move the ticker onto a watchlist or define an entry trigger. Commitment should rise only after price responds; fading Market Dynamics cancels the early case.","finding":"In this ticker's completed record, 37.5% of comparable cases moved higher after 12 weeks, with an average move of 4.4% across 16 cases.","watch":"Reassess the reading when either price structure or the Market Dynamics state changes materially."},{"eyebrow":"Zone positioning","title":"Use accumulation to prepare the long case, then wait for confirmation","tone":"positive","finding":"After accumulation, 50.0% of completed 12-week outcomes were higher across 4 cases. Distinct visits lasted 1.2 weeks on average before leaving the zone.","approach":"Build the thesis and entry conditions while price is in accumulation. Increase exposure only when price responds; location alone is not the entry.","watch":"A failed price response or renewed weakness removes the reason to increase long exposure."},{"eyebrow":"Disagreement playbook","title":"Use improving Market Dynamics to prepare, not anticipate","tone":"recovery","finding":"Comparable disagreements produced an average recovery of 12.9% across 16 completed cases, with the largest move arriving after 6.1 weeks on average.","approach":"Define the price level that would confirm the repair. Until that response occurs, keep the idea at watchlist or starter-position size.","watch":"The early repair fails if Market Dynamics fades before price responds."}]},"summary":"This record compares the ticker's completed price path with its published Market Dynamics history."},"events":{"positioning_recoveries":[{"date":"2026-05-22","price":268.899994},{"date":"2026-06-19","price":264.149994}],"distribution_rollovers":[{"date":"2024-09-20","price":479.700897}],"price_pressure_gaps":[{"date":"2024-08-30","price":494.058624},{"date":"2024-09-13","price":502.949066},{"date":"2024-10-18","price":496.150482}]}},"smTape":{"available":true,"dates":["2024-08-23","2024-08-30","2024-09-06","2024-09-13","2024-09-20","2024-09-27","2024-10-04","2024-10-11","2024-10-18","2024-10-25","2024-11-01","2024-11-08","2024-11-15","2024-11-22","2024-11-29","2024-12-06","2024-12-13","2024-12-20","2024-12-27","2025-01-03","2025-01-10","2025-01-17","2025-01-24","2025-01-31","2025-02-07","2025-02-14","2025-02-21","2025-02-28","2025-03-07","2025-03-14","2025-03-21","2025-03-28","2025-04-04","2025-04-11","2025-04-18","2025-04-25","2025-05-02","2025-05-09","2025-05-16","2025-05-23","2025-05-30","2025-06-06","2025-06-13","2025-06-20","2025-06-27","2025-07-04","2025-07-11","2025-07-18","2025-07-25","2025-08-01","2025-08-08","2025-08-15","2025-08-22","2025-08-29","2025-09-05","2025-09-12","2025-09-19","2025-09-26","2025-10-03","2025-10-10","2025-10-17","2025-10-24","2025-10-31","2025-11-07","2025-11-14","2025-11-21","2025-11-28","2025-12-05","2025-12-12","2025-12-19","2025-12-26","2026-01-02","2026-01-09","2026-01-16","2026-01-23","2026-01-30","2026-02-06","2026-02-13","2026-02-20","2026-02-27","2026-03-06","2026-03-13","2026-03-20","2026-03-27","2026-04-03","2026-04-10","2026-04-17","2026-04-24","2026-05-01","2026-05-08","2026-05-15","2026-05-22","2026-05-29","2026-06-05","2026-06-12","2026-06-19","2026-06-26","2026-07-03","2026-07-10","2026-07-17","2026-07-24","2026-07-31","2026-08-07","2026-08-14"],"close":[466.0087,494.0586,472.9975,502.9491,479.7009,451.7936,478.2271,491.4914,496.1505,455.6446,467.3874,466.0563,461.1594,453.0727,474.4731,477.4133,472.6415,460.1579,453.1208,458.471,455.4826,426.6595,420.2008,409.2596,397.3061,355.1318,343.1302,305.9204,340.3829,314.4517,320.5248,314.6927,299.269,309.1498,318.5486,301.7753,314.6445,320.1874,353.755,376.1495,359.1454,375.0224,440.3438,418.7334,455.2899,438.3347,429.8081,438.8247,411.1869,411.5299,410.1578,424.8098,437.3056,452.3987,443.333,440.5399,434.6595,407.9037,405.6005,412.951,408.9327,401.6312,418.9784,402.1703,401.3862,394.7217,390.5565,411.8729,394.9178,419.0764,398.397,398.593,387.7143,386.1952,349.7367,371.8862,342.4352,314.0623,301.5664,283.3372,253.3472,266.9,264.15,247.9,265.79,261.19,277.5,267.12,263.14,309.05,272.9,268.9,265.05,255.3,251.4,264.15,249.6,220.16,241.86,255.09,245.51,261.5,247.85,241.8],"consensus":[27.3566,51.0045,-10.6447,55.1951,-12.4642,-40.008,32.0409,18.4547,15.6975,-34.279,0.0,-12.7185,-18.9491,-19.8384,23.1944,0.0,0.0,-19.1685,-23.6342,0.0,-15.3616,-48.6892,-37.2631,-34.6717,-47.1255,-67.3511,-53.9622,-74.3385,0.0,-62.0589,-23.651,-33.3386,-49.9786,0.0,-11.5098,-43.9304,0.0,0.0,48.8248,51.6629,0.0,45.0243,74.6801,0.0,70.0806,10.8386,0.0,36.2203,-24.5013,0.0,0.0,16.8986,28.4949,36.3521,0.0,0.0,0.0,-42.7774,-14.0644,0.0,-13.4217,-24.5489,21.9051,-30.5165,-13.146,-26.1698,-26.3156,28.9788,-30.4278,39.7884,-25.7754,-12.92,-28.0961,-14.1659,-65.4522,0.0,-59.2366,-67.6144,-58.5805,-64.3274,-71.0931,-24.6683,-37.9945,-60.9235,10.8035,-34.2016,16.4774,-29.1196,-28.521,51.8622,-41.059,-16.144,-19.3541,-32.2467,-16.9446,0.0,-27.0217,-63.945,0.0,20.6151,-22.0094,33.5587,-27.0178,-24.6174],"supportDates":["2025-08-22","2025-08-29","2025-09-05","2025-09-12","2025-09-19","2025-09-26","2025-10-03","2025-10-10","2025-10-17","2025-10-24","2025-10-31","2025-11-07","2025-11-14","2025-11-21","2025-11-28","2025-12-05","2025-12-12","2025-12-19","2025-12-26","2026-01-02","2026-01-09","2026-01-16","2026-01-23","2026-01-30","2026-02-06","2026-02-13","2026-02-20","2026-02-27","2026-03-06","2026-03-13","2026-03-20","2026-03-27","2026-04-03","2026-04-10","2026-04-17","2026-04-24","2026-05-01","2026-05-08","2026-05-15","2026-05-22","2026-05-29","2026-06-05","2026-06-12","2026-06-19","2026-06-26","2026-07-03","2026-07-10","2026-07-17","2026-07-24","2026-07-31","2026-08-07","2026-08-14"],"control":[17.4845,25.1243,0.0,0.0,0.0,-43.22,-5.6421,0.0,-6.6181,-29.1222,23.1394,-33.8465,-12.3365,-28.5865,-21.8193,32.9151,-36.2397,41.9544,-35.6586,-11.448,-30.5659,-3.1626,-64.1886,0.0,-58.1518,-61.1217,-62.2108,-66.4023,-66.8529,-21.4413,-32.9707,-57.9184,7.1596,-36.3184,11.0349,-37.2087,-37.5923,42.6857,-40.9446,-22.289,-28.6262,-33.3804,-12.4352,0.0,-30.1131,-68.5982,0.0,22.1171,-24.5886,23.0461,-30.6962,-28.8229],"force":[37.8393,44.2625,0.0,0.0,0.0,-60.3866,-4.7746,0.0,-8.9956,-22.4217,39.001,-37.2263,-5.5621,-26.0514,-19.8571,52.0806,-36.4421,57.9357,-38.0024,-7.3524,-29.3429,-1.1351,-79.6457,0.0,-66.1931,-85.4756,-46.9061,-57.5403,-79.0561,-21.5832,-17.2304,-66.8653,71.4482,-27.9033,64.3758,-39.2767,-19.8486,87.8207,-79.8081,-13.2834,-14.1664,-22.5812,-2.4479,0.0,-19.5657,-76.6295,0.0,59.4223,-28.8946,60.2815,-55.7911,-23.6077],"direction":[34.4037,43.5337,0.0,0.0,0.0,-29.6937,-30.3254,0.0,-24.3588,-20.8416,8.2831,-21.9179,-19.4882,-23.4924,-36.0674,7.9788,-19.4896,24.3506,-5.7469,-18.5792,-24.3829,-36.0488,-56.758,0.0,-55.5073,-62.2766,-62.7706,-66.804,-70.2513,-61.3931,-58.5674,-60.1136,28.3495,-36.2812,11.5157,-12.6197,-24.3484,36.665,-13.5117,-11.1644,-12.4631,-37.855,-32.4529,0.0,-28.8142,-49.5666,0.0,8.8209,-14.1437,26.4853,-2.2615,-20.5323],"intensity":[73.0769,69.2308,13.4615,17.3077,40.3846,63.4615,55.7692,17.3077,1.9231,11.5385,38.4615,36.5385,1.9231,11.5385,57.6923,51.9231,36.5385,63.4615,46.1538,26.9231,25.0,36.5385,88.4615,55.7692,75.0,86.5385,96.1538,44.2308,86.5385,98.0769,98.0769,28.8462,42.3077,80.7692,32.6923,19.2308,42.3077,94.2308,86.5385,73.0769,28.8462,25.0,13.4615,26.9231,28.8462,80.7692,61.5385,25.0,15.3846,34.6154,26.9231,82.6923],"confirmation":[77.5709,80.0449,6.8394,3.7022,2.348,82.2187,27.0125,27.4346,49.5971,75.7211,75.5118,77.919,49.3212,76.3339,76.2927,55.2506,77.8316,81.2523,53.8035,49.3205,76.9911,26.9703,89.3965,32.0733,87.1842,90.2799,86.3347,88.3463,91.0571,33.8046,79.602,87.7224,11.4088,78.7203,31.9388,77.5046,76.7242,85.8316,82.3215,72.9853,73.8939,78.0071,50.3825,27.1884,76.3726,88.7781,30.2761,32.3051,75.2135,79.7134,54.7999,44.64],"persistence":[37.5,37.5,37.5,25.0,37.5,25.0,12.5,0.0,25.0,50.0,37.5,50.0,62.5,62.5,62.5,50.0,50.0,25.0,50.0,50.0,50.0,50.0,50.0,62.5,62.5,87.5,87.5,87.5,87.5,87.5,87.5,100.0,75.0,75.0,50.0,50.0,50.0,25.0,25.0,25.0,50.0,50.0,75.0,62.5,62.5,87.5,75.0,50.0,50.0,25.0,25.0,37.5],"assessmentRisk":[25.0241,28.6325,42.0672,33.0353,8.3867,28.4537,42.633,48.4164,41.3904,13.5696,29.3648,19.0059,21.1585,14.0057,36.4879,18.7191,8.2096,26.6186,38.3996,30.6208,9.6655,42.0255,16.9765,46.2724,19.6792,16.1362,20.0247,17.8246,14.4474,36.8823,29.7808,18.051,24.0064,2.1376,21.2863,54.0291,6.0647,23.1641,9.8612,12.2878,14.3045,33.5219,32.4243,15.3448,20.1332,15.2805,19.0966,30.9639,1.2038,31.2709,30.8107,24.7661],"volumeParticipation":true,"latest":{"consensus":-24.6,"control":-28.8,"force":-23.6,"direction":-20.5,"confirmation":44.6,"persistence":37.5,"assessmentRisk":24.8,"intensity":82.7,"evidenceDepth":100},"analysis":{"status":"Price structure has stronger support","headline":"The gauges support the price-technical view","summary":"Price structure and Market Dynamics disagree. The completed evidence gives the downward price structure stronger support.","take":"Current assessment: price structure remains primary, but the disagreement lowers confirmation.","tone":"negative","supportedView":"Price structure","direction":"downward","disagreement":true},"support":{"window":"Latest 12 months","controlState":"Seller control supports the view","controlPath":"Broadly stable","forceState":"Downward commitment","forcePath":"Commitment is easing","directionState":"Downward follow-through","persistenceState":"Unsettled","confirmationState":"Qualified support","riskState":"Contained","intensityState":"Elevated"},"cards":[{"label":"SM Consensus Gauge","value":"-24.6","detail":"Price structure has stronger support","tone":"negative"},{"label":"SM Control Gauge","value":"-28.8","detail":"Seller control supports the view","tone":"negative"},{"label":"SM Force Gauge","value":"-23.6","detail":"Downward commitment","tone":"negative"},{"label":"SM Direction 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