01
Ingredient signal mapping
Screen scalp-relevant actives by mechanism clarity and tolerance profile.
Pure Lab treats formula design as a screening problem. The goal is not to maximize the ingredient list, but to reduce it until every molecule has a job.
The AI screening frame compares mechanism overlap, scalp burden, and expected tolerance before an active enters the final formula.
01
Screen scalp-relevant actives by mechanism clarity and tolerance profile.
02
Remove redundant overlaps and preserve a compact three-active protocol.
03
Balance watery texture, daily comfort, and residue control.
04
Track a disciplined 28-day protocol instead of one-off sensory claims.
Follicle signal support
Scalp energy support
Barrier recovery support
Pure Lab favors transparent mechanism claims and a clean exclusion protocol over maximal ingredient storytelling.