The oil and gas industry is fast-paced, constantly developing new tools and techniques that improve efficiency, safety, and productivity. However, these rapid changes often bring new complications and risks. Introducing automation, artificial intelligence, and digital twins to current infrastructure is daunting. Moreover, cybersecurity issues pose a threat to safeguarding sensitive data while keeping critical infrastructure intact. Therefore, it requires long-term investment and vigilance.