Sum of gross_margin_usd from tma_sales.fact_sales_monthly, joined to dim_calendar and filtered to fiscal_year_label = 'FY2026'.
SELECT SUM(s.gross_margin_usd) FROM tma_sales.fact_sales_monthly s JOIN tma_shared.dim_calendar c ON s.month_key = c.month_key WHERE c.fiscal_year_label = 'FY2026'
Sum of units_total from tma_sales.fact_sales_monthly for FY2026 (Apr 2025–Mar 2026).
SELECT SUM(s.units_total) FROM tma_sales.fact_sales_monthly s JOIN tma_shared.dim_calendar c ON s.month_key = c.month_key WHERE c.fiscal_year_label = 'FY2026'
Count of markets where actual GP < budget GP. Budget from FY2026_Budget_by_Market_and_Month.csv (Quick Spaces). Actuals from Redshift.
TMA-wide HEV units / total units from fact_sales_monthly, FY2026. HEV delivers ~14.3% margin vs 11.8% ICE — the key margin lever.
SELECT SUM(units_hev)*100.0/SUM(units_total) FROM tma_sales.fact_sales_monthly s JOIN tma_shared.dim_calendar c ON s.month_key = c.month_key WHERE c.fiscal_year_label = 'FY2026'
Gross Profit gap = Actual GP (Redshift fact_sales_monthly, FY2026) minus Budget GP (Quick Spaces CSV). Sorted worst to best. Green = above plan, red = below plan.
Unit volume gap = actual units_total − budget_units, aggregated by market for FY2026. Budget from Quick Spaces CSV.
Volume split by ICE/HEV/BEV from fact_sales_monthly columns units_ice, units_hev, units_bev, grouped by market for FY2026.
SELECT m.market_name, SUM(s.units_ice), SUM(s.units_hev), SUM(s.units_bev) FROM tma_sales.fact_sales_monthly s JOIN tma_shared.dim_market m ... WHERE c.fiscal_year_label = 'FY2026' GROUP BY m.market_name
Gross profit by powertrain from fact_sales_by_model joined to dim_model.powertrain, grouped by market. Shows margin leverage: HEV produces outsized GP relative to its volume share.
SELECT mk.market_name, md.powertrain, SUM(f.gross_margin_usd) AS gp_usd FROM tma_sales.fact_sales_by_model f JOIN tma_sales.dim_model md ... JOIN tma_shared.dim_market mk ... GROUP BY mk.market_name, md.powertrain
Average gross margin % by powertrain per market from fact_sales_by_model. HEV premium over ICE ranges +1.9pp to +3.2pp across markets.
| Market | Budget Units | Actual Units | Unit Gap | Gap % | Budget GP ($M) | Actual GP ($M) | GP Gap ($M) | Gap % |
|---|---|---|---|---|---|---|---|---|
| Vietnam | 19,669 | 17,104 | −2,565 | −13.0% | 63.84 | 49.72 | −14.13 | −22.1% |
| Malaysia | 23,536 | 21,396 | −2,140 | −9.1% | 76.98 | 65.89 | −11.09 | −14.4% |
| Indonesia | 50,265 | 49,766 | −499 | −1.0% | 162.40 | 155.76 | −6.64 | −4.1% |
| Singapore | 6,741 | 6,741 | 0 | 0.0% | 19.90 | 20.20 | +0.30 | +1.5% |
| Philippines | 25,510 | 26,032 | +522 | +2.0% | 74.23 | 79.25 | +5.02 | +6.8% |
| Thailand | 42,000 | 42,425 | +425 | +1.0% | 122.67 | 129.19 | +6.52 | +5.3% |
| TMA TOTAL | 167,721 | 163,464 | −4,257 | −2.5% | 520.03 | 500.01 | −20.03 | −3.9% |