Automation at Scale: Lessons Learned from Multi-Tool Enterprises

Large enterprises often operate across multiple automation tools and failures usually stem from governance gaps rather than the tools themselves. This post identifies four recurring breakpoints - human-owned execution paths, runtime mismatches, fragmented targeting and weak execution evidence and explains why governing execution is more important than consolidating tooling. It encourages teams to assess recent incidents through these lenses before pursuing automation standardisation.

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