2026 Readiness guide for Energy leaders

7 key software risks CIOs need to address

A data-driven guide revealing the seven critical software risks holding back energy resilience, modernization, and AI scalability.

What you’ll find inside

  • Cyber risk snapshot —  67% of systems fall below security benchmarks, exposing critical infrastructure.
  • Build quality and cost efficiency — 42% of systems lack build quality, driving maintenance effort and limiting innovation.

  • AI at scale, safely — 73% of AI/data systems have structural issues, making them hard to govern and grow.

  • Modernization levers — Cloud readiness and knowledge distribution shape how fast you can evolve.

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Software Improvement Group (SIG) enables organizations to embrace AI with strategic control and to become more agile & resilient through secure, high-quality software.

Sigrid® – its software governance platform – leverages the world’s largest software metric database containing over 400 billion lines of code across more than 20,000 systems and 300+ technologies, and intelligently recommends the most crucial initiatives for organizations.

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