Explore 8 articles covering in-depth insights and practical guidance on digital twins, simulation & synthetic data.
What's working, what isn't, and what's next — with the trade-offs made explicit. Focus on KPIs that matter, benchmark ranges, and what 'good' looks like in practice.
Essential KPIs for digital twin and simulation projects, with 2024-2025 benchmark ranges for implementation costs, ROI, and sustainability applications across sectors.
A step-by-step rollout plan with milestones, owners, and metrics. Focus on implementation trade-offs, stakeholder incentives, and the hidden bottlenecks.
Signals to watch, value pools, and how the landscape may shift over the next 12–24 months. Focus on unit economics, adoption blockers, and what decision-makers should watch next.
A concrete implementation with numbers, lessons learned, and what to copy/avoid. Focus on KPIs that matter, benchmark ranges, and what 'good' looks like in practice.
A practical primer: key concepts, the decision checklist, and the core economics. Focus on implementation trade-offs, stakeholder incentives, and the hidden bottlenecks.
A practitioner conversation: what surprised them, what failed, and what they'd do differently. Focus on implementation trade-offs, stakeholder incentives, and the hidden bottlenecks.
Myths vs. realities, backed by recent evidence and practitioner experience. Focus on KPIs that matter, benchmark ranges, and what 'good' looks like in practice.