Coffee

Price a cafe drink from its full per-cup cost, then round the recommendation upward to meet beverage-cost and gross-margin targets.

Estimate caffeine per serving and session from a label or drink preset, then compare daily intake and a modeled clearance timeline.

Plan a caffeine cut-off from dose and bedtime using half-life and a residual target, then check a proposed drink time and daily total.

Calculate how many servings a coffee bag yields and what each costs, then estimate runout and reorder timing from waste and daily use.

Plan coffee dose, brew water and timed pours from served volume and ratio with absorption, bloom and projected strength guidance.

Plan coffee recipes for pour-over through espresso with mass-balance dose math, strength and extraction checks and controlled dial-in guidance.

Plan event coffee from attendance and serving assumptions with rounded regular and decaf batches, supply quantities, and station capacity.

Calculate a legacy-style coffee cupping score from quality attributes and affected cups, then apply defect penalties and clear score bands.

Estimate coffee drink calories from a measured recipe and see which ingredients drive the total before comparing milk, syrup, or cream swaps.

Calculate coffee extraction yield from dose and beverage mass with TDS or Brix conversion, inclusive targets, and dilution estimates.

Calculate coffee strength and extraction yield from dose, beverage mass, and a TDS or Brix reading with method-specific target boxes.

Estimate a coffee bag’s roast-date freshness window with adjustments for brewing style and grind plus storage exposure and daily use.

Calculate coffee roast loss and sellable yield from green and roasted weights, then plan target output with QC pulls and unit cost.

Measure coffee strength from TDS or Brix and calculate extraction yield, with clear comparisons against stated filter, immersion and espresso targets.

Build coffee water from GH, alkalinity and TDS with source dilution and exact mineral doses, plus checks for small measurements and equipment risks.

Plan a repeatable coffee-to-water ratio from a weighed dose or target cup yield, including retained water and method-specific starting ranges.

Turn filtered cold brew concentrate into a ready-to-drink batch with water or milk splits, ice allowance, reserve, and serving yield.

Plan an espresso shot from dose and brew ratio with a target yield, timing and flow reference plus temperature and pressure context.

Choose a coffee grind size from brew method and measured time with taste feedback, calibrated grinder mapping, and clear dial-in warnings.

Plan flash-brew iced coffee with a balanced coffee dose and hot-water-to-ice split plus pour timing and an idealized chill estimate.

Count caffeine from drinks, foods, and medicines during pregnancy and compare the day total with a 200 mg or clinician-set planning limit.