Fast-moving consumer goods companies now use AI to optimize formulas for shampoo and snacks. These firms shift from general data centers to specialized lab automation. Unilever and Procter & Gamble lead this transition to accelerate R&D cycles. Practitioners should expect a surge in proprietary chemical datasets as these giants digitize physical product development.