Deliver a four-week workflow-design engagement covering interviews, observation, process mapping, data-model definition, interface requirements, risk handoffs, and an implementation backlog. The client receives a documented target workflow, prioritized requirements, prototype specifications, acceptance criteria, and a rollout plan that its engineering and product teams can execute.

AI products increasingly require coordination among research, infrastructure, product, safety, operations, and industry specialists. The repeated hiring signals suggest that organizations are building this capability internally, creating an opening for a focused consulting package when hiring is too slow or the workflow is still undefined.