The advantage AI brings to the table is that it "compresses feedback loops and allows engineers to focus on problem solving rather than mechanical tasks," Kumar said. "Treat it not as a replacement, ...

For leaders preparing for 2026, a critical step is to map where processes should remain human or become automated. Audit your ...