Key Update

Dashboards love to celebrate cycle time reductions, but they rarely explain how those gains change human responsibilities.

Why It Matters

Teams that pair automation metrics with workload sentiment and role clarity see better adoption and fewer surprise resignations.

Operational Impact

Invest in surveys that translate qualitative feedback into leading indicators so your automation roadmap can stay aligned with people.