What it helps you decide
Plan checkpoints, conditions, samples, reserves, and final dates.
Quality study planning
Build a sample count and checkpoint schedule for real-time or accelerated study planning without guessing a shelf life.
The values already filled in are a working example—not a recommendation.
Your numbers
Use the filled example first. Then replace each field with a measured value or your best current estimate.
Important limit
A qualified study design must reflect the product, hazard analysis, packaging, storage, distribution, test methods, acceptance criteria, sensory quality, stability, and applicable requirements. Accelerated studies do not automatically replace real-time evidence.
About this free operations & wholesale tool
Plan checkpoints, conditions, samples, reserves, and final dates. The calculator runs privately in your browser and is designed to make the assumptions behind the answer visible.
Plan checkpoints, conditions, samples, reserves, and final dates.
Gather demand, lead time, case or pallet rules, capacity, setup time, freight terms, inventory position, and the cost of the proposed order.
Key inputs: Study start date; Proposed shelf-life period; Routine checkpoint interval; Storage conditions; Samples per condition and checkpoint.
Use the result to set a reorder, production, freight, or wholesale starting point, then check physical constraints, cash timing, and customer terms.
Ready for the connected version?
Batch Scale connects recipes, materials, costs, inventory, production, sales, and your storefront in one workspace.