Ensuring scientific workflows, automation designs, sample flows, consumable logistics, data flows, biosafety, user training, facilities needs, EHS constraints, support models, and sustainment plans are considered as one integrated system. Selecting, challenging, and managing automation vendors, Tier 1 integrators, Tier 2 equipment suppliers, software providers, consumable suppliers, and external engineering partners from the scientific workflow and lifecycle support perspective.