FAQs

Deploying before setting up governance. When an agent is live in a core workflow, mistakes happen quickly. Before deployment, everyone needs to agree on the levels of autonomy, the thresholds for approval, and the audit trails. These should not be added after something goes wrong.

Before the project starts, work with finance to create the measuring methodology. Set the baseline, the metric, and the way to keep track of progress. The most convincing proof points are avoided cost variance, cycle time reduction, and working capital improvement.

Not always. Resilience isn't only about where you live; it's also about your skills, backup plans, and control. Reshoring is effective in regions with established local supplier networks, a trained workforce, and robust process control. It can cause new bottlenecks instead of fixing old ones if such foundations aren't there.