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  "documentTitle": "AI-Enabled Engineering Excellence",
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      "text": "In this BCG Executive Perspective, we articulate the potential of AI-enabled engineering excellence",
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      "text": "To unlock full value, GenAI must go beyond code copilot tool deployments: It must be embedded into core engineering strategies.",
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      "text": "Are you seeing measurable impact from GenAI across the SDLC? Are you solving core bottlenecks -- or just layering on another tool? Are you evolving fast enough to keep up with GenAI's rapid advancements?",
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      "text": "To unlock full value, GenAI must go beyond code copilot tool deployments: It must be embedded into core engineering strategies. This means tackling platform, tooling, process, and talent bottlenecks, not just deploying tools.",
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      "text": "We studied the current state and sentiment of how generative AI (GenAI) is transforming the software development lifecycle (SDLC) – through engagements with CIOs and CTOs, and through a market survey.",
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      "text": "1. 60% CIO; 23% CTO; 12% Senior Leadership; 5% others, survey conducted January 2025. 2. 27% SW Engineers; 24% IT Leadership; 16% ML Engineers; 14% other Engineers; 19% others, survey conducted January 2025",
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      "text": "Introduction – AI's potential in the software development lifecycle and the need for engineering excellence",
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