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Homegrown automation tools may start as quick wins, but at enterprise scale they quietly increase cost, risk, and complexity. As workflows expand and cloud adoption accelerates, internal tools struggle to keep up with governance, AI needs, and business resilience. This is why enterprises are shifting from homegrown automation tools to enterprise automation platforms and AI automation platforms built for scale. 82% of enterprises using homegrown automation hit scalability and high total cost of ownership issues within 18 months, compared to just 24% using enterprise-grade platforms.