V3 forecast scope: AS-led forecast-qualified relationships only. Each candidate leads its Otis Worldwide target by one to four quarters and passed the locked rolling-origin qualification gates.
Target history: Otis Worldwide Corporation standalone direct target history spans 2020 Q1-2026 Q1. The 5 configured targets each contain 25 quarters and meet the 20-quarter floor but remain below the preferred 32-quarter standard. No predecessor stitching was used.
Positive-lead historical indicator view for the organic growth basis.
strict n=7lead mix +1Q=5, +4Q=2minimum aggregate breadth 1/7active sources at latest target 7/7forward-active source lines shown 7/7latest aligned signal z -0.1 at 26 Q1last target-overlap z -0.1 at 26 Q1forward coverage beyond latest target 4Qdashed forward signal z 0.4 at 27 Q1; active sources 2/7 (partial coverage)NTM consensus +6.0%; z +0.7aggregate observations 29 / target overlap 25
| target | bucket | company | segment_or_metric | universe | field | source_type | corr_obs | growth_basis | series_obs | organic_obs | fallback_obs | fallback_universe | fallback_field | fallback_method | selected_lead_corr | selected_lead_q | signal_direction | mae_improvement | directional_accuracy | fdr_q_diagnostic | fdr_above_10pct_reference |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Group — Organic Growth | downstream_demand | Johnson Controls International | Revenue | Total Revenue | JCI UN EQUITY | is_comp_sales | company_reported_metric | 25 | relationship_standard_quarterly_yoy_revenue | 36 | 0 | 36 | JCI UN EQUITY | is_comp_sales | relationship_standard_quarterly_yoy_revenue | 0.411570 | 1 | positive | 0.142617 | 0.666667 | 0.555415 | True |
| Group — Organic Growth | industry_growth | KONE Oyj | Capital Expenditures | KNEBV FH EQUITY | cf_cap_expend_prpty_add | company_reported_metric | 25 | relationship_standard_quarterly_yoy_level_growth | 32 | 0 | 32 | KNEBV FH EQUITY | cf_cap_expend_prpty_add | relationship_standard_quarterly_yoy_level_growth | -0.600225 | 4 | inverse; sign-adjusted in composite | -0.235508 | 0.666667 | 0.096885 | False |
| Group — Organic Growth | upstream_input | ArcelorMittal SA | Production (M-mt) — Steel — Europe (kt) | MT NA EQUITY | amount_produced_in_weight | company_modl_segment | 25 | relationship_standard_quarterly_yoy | 36 | 0 | 36 | MT NA EQUITY | amount_produced_in_weight | relationship_standard_quarterly_yoy | -0.686929 | 4 | inverse; sign-adjusted in composite | 0.160810 | 0.666667 | 0.020860 | False |
| Group — Organic Growth | upstream_input | Freeport-McMoRan Inc | Sales (lbs) — North America — Morenci | FCX UN EQUITY | weight_products_sold | company_modl_segment | 25 | relationship_standard_quarterly_yoy | 36 | 0 | 36 | FCX UN EQUITY | weight_products_sold | relationship_standard_quarterly_yoy | -0.594250 | 1 | inverse; sign-adjusted in composite | -0.451325 | 0.666667 | 0.188827 | True |
| Group — Organic Growth | upstream_input | Hindalco Industries Ltd | Shipment (Metric Ton) — Aluminium Downstream | HNDL IS EQUITY | shipment_volume | company_modl_segment | 24 | relationship_standard_quarterly_yoy_volume | 26 | 0 | 26 | HNDL IS EQUITY | shipment_volume | relationship_standard_quarterly_yoy_volume | 0.493392 | 1 | positive | 0.218757 | 0.625000 | 0.325547 | True |
| Group — Organic Growth | industry_growth | Hitachi Ltd | Segment revenue: Smart Life & Ecofriendly Systems (Hitachi GLS) | 6501 JT EQUITY | is_rev_including_interseg_rev | company_modl_segment | 25 | relationship_standard_quarterly_yoy_revenue | 36 | 0 | 36 | 6501 JT EQUITY | is_rev_including_interseg_rev | relationship_standard_quarterly_yoy_revenue | 0.487549 | 1 | positive | -0.139301 | 0.666667 | 0.240414 | True |
| Group — Organic Growth | industry_growth | Mitsubishi Electric Corp | Segment revenue: Asia | 6503 JT EQUITY | sales_rev_turn | company_modl_segment | 25 | relationship_standard_quarterly_yoy_revenue | 36 | 0 | 36 | 6503 JT EQUITY | sales_rev_turn | relationship_standard_quarterly_yoy_revenue | 0.550845 | 1 | positive | 0.118020 | 0.666667 | 0.138316 | True |
strict n=1lead mix +1Q=1single-source leading signal 1/1 (lower breadth)active sources at latest target 1/1forward-active source lines shown 1/1latest aligned signal z -0.3 at 26 Q1last target-overlap z -0.3 at 26 Q1forward coverage beyond latest target 1Qdashed forward signal z 0.3 at 26 Q2; active sources 1/1 (full coverage)aggregate observations 26 / target overlap 25
| target | bucket | company | segment_or_metric | universe | field | source_type | corr_obs | growth_basis | series_obs | organic_obs | fallback_obs | fallback_universe | fallback_field | fallback_method | selected_lead_corr | selected_lead_q | signal_direction | mae_improvement | directional_accuracy | fdr_q_diagnostic | fdr_above_10pct_reference |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Maintenance & Repair — Organic Growth | industry_growth | KONE Oyj | Service (Previously Maintenance) — Revenue — Constant Currency Growth Rate(%) | KNEBV FH EQUITY | is_organic_growth_rate | company_modl_segment | 25 | direct_organic_growth_rate | 40 | 40 | 0 | 0.595225 | 1 | positive | -0.163843 | 1.0 | 0.020357 | False |
strict n=1lead mix +1Q=1single-source leading signal 1/1 (lower breadth)active sources at latest target 1/1forward-active source lines shown 1/1latest aligned signal z -1.0 at 26 Q1last target-overlap z -1.0 at 26 Q1forward coverage beyond latest target 1Qdashed forward signal z 4.2 at 26 Q2; active sources 1/1 (full coverage)aggregate observations 23 / target overlap 22
| target | bucket | company | segment_or_metric | universe | field | source_type | corr_obs | growth_basis | series_obs | organic_obs | fallback_obs | fallback_universe | fallback_field | fallback_method | selected_lead_corr | selected_lead_q | signal_direction | mae_improvement | directional_accuracy | fdr_q_diagnostic | fdr_above_10pct_reference |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Modernization — Organic Growth | industry_growth | Schindler Holding AG | Capital Expenditures | SCHN SE EQUITY | headline_capex | company_reported_metric | 22 | relationship_standard_quarterly_yoy_level_growth | 29 | 0 | 29 | SCHN SE EQUITY | headline_capex | relationship_standard_quarterly_yoy_level_growth | 0.584677 | 1 | positive | 0.068227 | 1.0 | 0.036044 | False |
strict n=4lead mix +1Q=2, +3Q=1, +4Q=1minimum aggregate breadth 1/4active sources at latest target 4/4forward-active source lines shown 4/4latest aligned signal z -0.9 at 26 Q1last target-overlap z -0.9 at 26 Q1forward coverage beyond latest target 4Qdashed forward signal z 0.5 at 27 Q1; active sources 1/4 (partial coverage)aggregate observations 29 / target overlap 25
| target | bucket | company | segment_or_metric | universe | field | source_type | corr_obs | growth_basis | series_obs | organic_obs | fallback_obs | fallback_universe | fallback_field | fallback_method | selected_lead_corr | selected_lead_q | signal_direction | mae_improvement | directional_accuracy | fdr_q_diagnostic | fdr_above_10pct_reference |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| New Equipment — Organic Growth | upstream_input | Freeport-McMoRan Inc | Gold — Production | FCX UN EQUITY | amount_produced_in_weight | company_modl_segment | 23 | relationship_standard_quarterly_yoy | 34 | 0 | 34 | FCX UN EQUITY | amount_produced_in_weight | relationship_standard_quarterly_yoy | 0.556711 | 1 | positive | 0.569084 | 1.000000 | 0.132865 | True |
| New Equipment — Organic Growth | industry_growth | KONE Oyj | Service (Previously Maintenance) — Revenue — Constant Currency Growth Rate(%) | KNEBV FH EQUITY | is_organic_growth_rate | company_modl_segment | 25 | direct_organic_growth_rate | 40 | 40 | 0 | -0.719971 | 3 | inverse; sign-adjusted in composite | 0.488305 | 1.000000 | 0.009522 | False | |||
| New Equipment — Organic Growth | upstream_input | ArcelorMittal SA | Total Crude Steel Production (M-mt) | Production (M-mt) | Total Steel Production (M-mt) | MT NA EQUITY | steel_production | company_reported_metric | 23 | relationship_standard_quarterly_yoy_volume | 34 | 0 | 34 | MT NA EQUITY | steel_production | relationship_standard_quarterly_yoy_volume | -0.712225 | 4 | inverse; sign-adjusted in composite | 0.444716 | 0.714286 | 0.018444 | False |
| New Equipment — Organic Growth | industry_growth | Hitachi Ltd | Segment revenue: Building Systems | 6501 JT EQUITY | is_rev_including_interseg_rev | company_modl_segment | 25 | relationship_standard_quarterly_yoy_revenue | 32 | 0 | 32 | 6501 JT EQUITY | is_rev_including_interseg_rev | relationship_standard_quarterly_yoy_revenue | 0.528070 | 1 | positive | 0.278366 | 0.888889 | 0.083913 | False |
strict n=3lead mix +1Q=3minimum aggregate breadth 1/3active sources at latest target 3/3forward-active source lines shown 3/3latest aligned signal z -0.2 at 26 Q1last target-overlap z -0.2 at 26 Q1forward coverage beyond latest target 1Qdashed forward signal z -0.2 at 26 Q2; active sources 3/3 (full coverage)aggregate observations 26 / target overlap 25
| target | bucket | company | segment_or_metric | universe | field | source_type | corr_obs | growth_basis | series_obs | organic_obs | fallback_obs | fallback_universe | fallback_field | fallback_method | selected_lead_corr | selected_lead_q | signal_direction | mae_improvement | directional_accuracy | fdr_q_diagnostic | fdr_above_10pct_reference |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Service — Organic Growth | industry_growth | KONE Oyj | Service (Previously Maintenance) — Revenue — Constant Currency Growth Rate(%) | KNEBV FH EQUITY | is_organic_growth_rate | company_modl_segment | 25 | direct_organic_growth_rate | 40 | 40 | 0 | 0.612003 | 1 | positive | 0.078053 | 1.0 | 0.082730 | False | |||
| Service — Organic Growth | industry_growth | Schindler Holding AG | Revenue | Total Revenue | SCHN SE EQUITY | is_comp_sales | company_reported_metric | 25 | relationship_standard_quarterly_yoy_revenue | 36 | 0 | 36 | SCHN SE EQUITY | is_comp_sales | relationship_standard_quarterly_yoy_revenue | 0.424354 | 1 | positive | -0.533539 | 1.0 | 0.163195 | True |
| Service — Organic Growth | downstream_demand | Johnson Controls International | Organic Growth (%) | JCI UN EQUITY | is_organic_growth_rate | company_reported_metric | 22 | direct_organic_growth_rate | 36 | 36 | 0 | 0.760458 | 1 | positive | -0.004151 | 1.0 | 0.001438 | False |
| target | bucket | company | segment_or_metric | universe | field | source_type | corr_obs | growth_basis | series_obs | organic_obs | fallback_obs | fallback_universe | fallback_field | fallback_method | selected_lead_corr | selected_lead_q | signal_direction | mae_improvement | directional_accuracy | fdr_q_diagnostic | fdr_above_10pct_reference |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Group — Organic Growth | downstream_demand | Johnson Controls International | Revenue | Total Revenue | JCI UN EQUITY | is_comp_sales | company_reported_metric | 25 | relationship_standard_quarterly_yoy_revenue | 36 | 0 | 36 | JCI UN EQUITY | is_comp_sales | relationship_standard_quarterly_yoy_revenue | 0.411570 | 1 | positive | 0.142617 | 0.666667 | 0.555415 | True |
| Group — Organic Growth | industry_growth | KONE Oyj | Capital Expenditures | KNEBV FH EQUITY | cf_cap_expend_prpty_add | company_reported_metric | 25 | relationship_standard_quarterly_yoy_level_growth | 32 | 0 | 32 | KNEBV FH EQUITY | cf_cap_expend_prpty_add | relationship_standard_quarterly_yoy_level_growth | -0.600225 | 4 | inverse; sign-adjusted in composite | -0.235508 | 0.666667 | 0.096885 | False |
| Group — Organic Growth | upstream_input | ArcelorMittal SA | Production (M-mt) — Steel — Europe (kt) | MT NA EQUITY | amount_produced_in_weight | company_modl_segment | 25 | relationship_standard_quarterly_yoy | 36 | 0 | 36 | MT NA EQUITY | amount_produced_in_weight | relationship_standard_quarterly_yoy | -0.686929 | 4 | inverse; sign-adjusted in composite | 0.160810 | 0.666667 | 0.020860 | False |
| Group — Organic Growth | upstream_input | Freeport-McMoRan Inc | Sales (lbs) — North America — Morenci | FCX UN EQUITY | weight_products_sold | company_modl_segment | 25 | relationship_standard_quarterly_yoy | 36 | 0 | 36 | FCX UN EQUITY | weight_products_sold | relationship_standard_quarterly_yoy | -0.594250 | 1 | inverse; sign-adjusted in composite | -0.451325 | 0.666667 | 0.188827 | True |
| Group — Organic Growth | upstream_input | Hindalco Industries Ltd | Shipment (Metric Ton) — Aluminium Downstream | HNDL IS EQUITY | shipment_volume | company_modl_segment | 24 | relationship_standard_quarterly_yoy_volume | 26 | 0 | 26 | HNDL IS EQUITY | shipment_volume | relationship_standard_quarterly_yoy_volume | 0.493392 | 1 | positive | 0.218757 | 0.625000 | 0.325547 | True |
| Group — Organic Growth | industry_growth | Hitachi Ltd | Segment revenue: Smart Life & Ecofriendly Systems (Hitachi GLS) | 6501 JT EQUITY | is_rev_including_interseg_rev | company_modl_segment | 25 | relationship_standard_quarterly_yoy_revenue | 36 | 0 | 36 | 6501 JT EQUITY | is_rev_including_interseg_rev | relationship_standard_quarterly_yoy_revenue | 0.487549 | 1 | positive | -0.139301 | 0.666667 | 0.240414 | True |
| Group — Organic Growth | industry_growth | Mitsubishi Electric Corp | Segment revenue: Asia | 6503 JT EQUITY | sales_rev_turn | company_modl_segment | 25 | relationship_standard_quarterly_yoy_revenue | 36 | 0 | 36 | 6503 JT EQUITY | sales_rev_turn | relationship_standard_quarterly_yoy_revenue | 0.550845 | 1 | positive | 0.118020 | 0.666667 | 0.138316 | True |
| Maintenance & Repair — Organic Growth | industry_growth | KONE Oyj | Service (Previously Maintenance) — Revenue — Constant Currency Growth Rate(%) | KNEBV FH EQUITY | is_organic_growth_rate | company_modl_segment | 25 | direct_organic_growth_rate | 40 | 40 | 0 | 0.595225 | 1 | positive | -0.163843 | 1.000000 | 0.020357 | False | |||
| Modernization — Organic Growth | industry_growth | Schindler Holding AG | Capital Expenditures | SCHN SE EQUITY | headline_capex | company_reported_metric | 22 | relationship_standard_quarterly_yoy_level_growth | 29 | 0 | 29 | SCHN SE EQUITY | headline_capex | relationship_standard_quarterly_yoy_level_growth | 0.584677 | 1 | positive | 0.068227 | 1.000000 | 0.036044 | False |
| New Equipment — Organic Growth | upstream_input | Freeport-McMoRan Inc | Gold — Production | FCX UN EQUITY | amount_produced_in_weight | company_modl_segment | 23 | relationship_standard_quarterly_yoy | 34 | 0 | 34 | FCX UN EQUITY | amount_produced_in_weight | relationship_standard_quarterly_yoy | 0.556711 | 1 | positive | 0.569084 | 1.000000 | 0.132865 | True |
| New Equipment — Organic Growth | industry_growth | KONE Oyj | Service (Previously Maintenance) — Revenue — Constant Currency Growth Rate(%) | KNEBV FH EQUITY | is_organic_growth_rate | company_modl_segment | 25 | direct_organic_growth_rate | 40 | 40 | 0 | -0.719971 | 3 | inverse; sign-adjusted in composite | 0.488305 | 1.000000 | 0.009522 | False | |||
| New Equipment — Organic Growth | upstream_input | ArcelorMittal SA | Total Crude Steel Production (M-mt) | Production (M-mt) | Total Steel Production (M-mt) | MT NA EQUITY | steel_production | company_reported_metric | 23 | relationship_standard_quarterly_yoy_volume | 34 | 0 | 34 | MT NA EQUITY | steel_production | relationship_standard_quarterly_yoy_volume | -0.712225 | 4 | inverse; sign-adjusted in composite | 0.444716 | 0.714286 | 0.018444 | False |
| Service — Organic Growth | industry_growth | KONE Oyj | Service (Previously Maintenance) — Revenue — Constant Currency Growth Rate(%) | KNEBV FH EQUITY | is_organic_growth_rate | company_modl_segment | 25 | direct_organic_growth_rate | 40 | 40 | 0 | 0.612003 | 1 | positive | 0.078053 | 1.000000 | 0.082730 | False | |||
| Service — Organic Growth | industry_growth | Schindler Holding AG | Revenue | Total Revenue | SCHN SE EQUITY | is_comp_sales | company_reported_metric | 25 | relationship_standard_quarterly_yoy_revenue | 36 | 0 | 36 | SCHN SE EQUITY | is_comp_sales | relationship_standard_quarterly_yoy_revenue | 0.424354 | 1 | positive | -0.533539 | 1.000000 | 0.163195 | True |
| New Equipment — Organic Growth | industry_growth | Hitachi Ltd | Segment revenue: Building Systems | 6501 JT EQUITY | is_rev_including_interseg_rev | company_modl_segment | 25 | relationship_standard_quarterly_yoy_revenue | 32 | 0 | 32 | 6501 JT EQUITY | is_rev_including_interseg_rev | relationship_standard_quarterly_yoy_revenue | 0.528070 | 1 | positive | 0.278366 | 0.888889 | 0.083913 | False |
| Service — Organic Growth | downstream_demand | Johnson Controls International | Organic Growth (%) | JCI UN EQUITY | is_organic_growth_rate | company_reported_metric | 22 | direct_organic_growth_rate | 36 | 36 | 0 | 0.760458 | 1 | positive | -0.004151 | 1.000000 | 0.001438 | False |
| Approved relationships | 16 |
|---|---|
| Approved companies | 8 |
| Composite method | one metric per company-target; selected-lead sign alignment; equal-weight mean of available approved companies; minimum one active source; one-source forward points retained but not presented as diversified composite evidence |
| Coverage display | filled markers for full coverage; open markers for valid partial coverage; every post-target aggregate observation dashed and labelled active n / approved n; one-source points overlaid in amber with a visible warning |
| Raw source display | all sources active in at least one forward period; retained uninverted and explicitly labelled when inverse |
| Target-basis split | Organic Growth: 5 score-ready targets / 5 with qualified leads / 16 relationships |