Building Digital Competencies and Cultivating Innovation in an Integrity Environment

Karmun Doucette, Janine Woo
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Abstract

Integrity programs utilize advanced inspection technology that generate gigabytes to terabytes of information for each inspection performed. Discussions of “Big Data” have permeated across all major platforms in the pipeline industry, from academic institutions, industry associations, to even commercial integrity management solution providers. While the management and governance of data is typically in the domain of Information Technology (IT) services, organizations are facing a data consumption problem: they are not able to fully realize the business value in their data. Data is generated at a far greater pace than most organizations can keep up with. There is a widening gap between the potential value suggested by the data, and the actual value in the outcomes achieved from the data itself. Bridging the value gap requires an innovative mindset that can conceive new approaches towards the application of data. Innovative solutions to existing problems can help organizations enhance their safety culture and work effectively towards achieving Environmental, Social, and Governance (ESG) goals. However, cultivating that mindset can be challenging in fast-paced, safety-critical environments where workday hours are filled with multiple priorities and stakeholder requests. Furthermore, the consumption of data is not without its risks. Aside from broader issues such as information security and ethical abuse, the unintentional misinterpretation of data is a concern that directly impacts the ability of operators to manage the safety of their pipeline systems. While technology and software applications can help mitigate risks associated with data misuse, a culture promoting data literacy and experimentation fosters a higher-level of care and ownership towards the responsible use of data. This paper presents the outcomes from a 2021 pilot program that combines data competency building with the cultivation of an innovative mindset. The program used a team-based “hackathon” like competition to provide a dedicated time and safe space for responsible, lean experimentation of digital problems. In this environment, teams explored innovative solutions to their day-to-day integrity challenges. The program develops technical competencies in data literacy, digital applications, scripting, and analytics; and soft skills including unstructured teamwork, communication, leadership, and a growth mindset. Projects leveraged solutions in areas of data visualization, analytics, automation, and machine learning to drive improvements in effective and efficient integrity management. Along with describing the framework of the program, the paper will also cover learnings from the experience, which highlight the importance of long-term investment in building digital competencies and effective, collaborative problem-solving skills. By empowering talent within an organization to drive their own innovative solutions, organizations can improve employee engagement and cultivate a greater sense of data stewardship, all while enhancing their integrity programs.
在诚信环境中建立数字能力和培育创新
完整性程序利用先进的检查技术,为每次检查生成千兆字节到兆兆字节的信息。从学术机构、行业协会到商业完整性管理解决方案提供商,“大数据”的讨论已经渗透到管道行业的所有主要平台。虽然数据的管理和治理通常属于信息技术(IT)服务领域,但组织面临着数据消费问题:他们无法完全实现数据中的业务价值。数据生成的速度远远超过大多数组织所能跟上的速度。数据所暗示的潜在价值与数据本身所取得的成果的实际价值之间的差距越来越大。弥合价值差距需要一种创新的思维方式,可以构想出数据应用的新方法。针对现有问题的创新解决方案可以帮助组织增强其安全文化,并有效地实现环境、社会和治理(ESG)目标。然而,在快节奏、对安全至关重要的环境中,培养这种心态可能是一项挑战,因为工作时间充满了多种优先事项和利益相关者的要求。此外,数据的使用并非没有风险。除了信息安全和道德滥用等更广泛的问题外,数据的无意误解是一个直接影响运营商管理其管道系统安全的能力的问题。虽然技术和软件应用可以帮助减轻与数据滥用相关的风险,但促进数据素养和实验的文化可以促进对数据负责任使用的更高水平的关注和所有权。本文介绍了2021年试点项目的成果,该项目将数据能力建设与创新思维的培养相结合。该项目采用团队式的“黑客马拉松”竞赛,为负责任的、精益的数字问题实验提供专门的时间和安全空间。在这种环境下,团队探索创新的解决方案,以应对日常的诚信挑战。该项目培养数据素养、数字应用、脚本和分析方面的技术能力;软技能包括非结构化的团队合作、沟通、领导能力和成长心态。项目利用数据可视化、分析、自动化和机器学习领域的解决方案来推动有效和高效的完整性管理的改进。除了描述该计划的框架外,该文件还将涵盖从经验中吸取的教训,强调长期投资对建立数字能力和有效的协作解决问题能力的重要性。通过授权组织内部的人才来推动他们自己的创新解决方案,组织可以提高员工敬业度,培养更强的数据管理意识,同时增强他们的诚信计划。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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