The cannabis industry has evolved and now faces common pressures of more established industries. Although, to reduce production costs, increase output and offer new products the old ways of cannabis productions reach their limits. At Complex Biotech Discovery Ventures, we have employed big data analytics to understand extraction processes at a fundamental level and developed insights that previously have been impossible to achieve. Our work helps producers spot inefficiencies in their production, implement better extraction protocols to target specific outcomes or just optimize yields.