Strengthen Your Position
Stay closest to formulation judgment, quality constraints, and plant-side or regulatory decisions rather than spec drafting alone. Let AI speed up literature review, baseline analysis, and first-pass documentation, then spend more time on validation, shelf-life tradeoffs, safety interpretation, and making sure products hold up in production and compliance.