• Lead and evolve the digital twin research agenda, ensuring simulations and outputs directly address priority business questions • Continuously refine research use cases as data availability, platform capabilities, and strategic needs shift to maximize relevance and organizational impact • Partner closely with stakeholders across product, operations, and strategy to clarify objectives, constraints, and decision timing • Facilitate conversations that refine research questions, challenge assumptions, set realistic expectations, and ensure the digital twin is applied to the most valuable problems • Execute digital-twin analyses that test hypotheses, compare alternative futures, and generate evidence that supports confident decision‑making across diverse business contexts • Translate simulation outputs into meaningful insights by identifying patterns, tradeoffs, risks, and opportunities • Connect findings to strategic implications, moving beyond analysis to articulate relevance, expected impacts, and the “why it matters” behind observed dynamics • Develop clear, evidence‑based recommendations informed by digital twin insights • Frame decision pathways, scenario implications, and potential outcomes, equipping stakeholders with the guidance needed for planning, resource allocation, and strategic prioritization • Craft compelling, audience‑appropriate narratives that distill complex insights into clear, action‑oriented messages • Deliver visually strong, confident presentations that build trust in the digital twin’s value while transparently acknowledging uncertainties and limitations • Ensure insights are understood, trusted, and embedded in decision processes by partnering with teams on application, workflow integration, and change management • Monitor adoption, gather feedback, and iterate approaches to strengthen practical impact and organizational confidence • Collaborate with Customer Insights and other research teams to align methodologies, validate findings, and identify where digital twin research can extend, complement, or stress‑test primary research • Integrate outputs into cohesive, holistic narratives across the broader insights ecosystem