Begin with the finished-product context
Caffeine programs should be framed around the intended category, market and target adult user. The commercial team, technical reviewers and manufacturer need the same brief before they can decide how ingredients, labels and production specifications will be managed.
Do not turn a public article into a formula
A public overview can explain process thinking, but it cannot replace a finished product specification or a review of a particular formulation. Ingredient quantities, warnings and label treatment should be assessed for the actual product and destination market.
Let sensory direction stay sensory
Coffee, citrus, mint and fruit directions can guide sampling without making an implied performance promise. Keep sensory language separate from any consumer-facing claim until the appropriate reviewer has approved it.