
Create an Architecture for AI

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Generative AI Use Case Library for the Utilities Industry

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Data Analytics Use Cases for Utilities
AI promises to increase revenue, create operational efficiencies, and control costs, but adoption has been slow within utilities. Generative AI is getting attention but its usage is limited. AI is an enabling technology that will take years to mature, and IT leaders must start preparing their infrastructure and capabilities now.
AI is on every senior management wishlist due to its incredible potential. To be effective, AI requires high-quality data. Organizations must prepare for AI success by tending to their existing data and ensuring it is ready for future AI applications.
Use best-practice building blocks by leveraging existing data, business metrics, and defined processes to create a solid foundation for AI adoption and a target-state architecture.
Understand what is already in place and what needs to be developed or acquired to support AI initiatives. This helps to identify roadmap capabilities within the current portfolio of technologies and vendors.
Create an Architecture for AI
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Generative AI Use Case Library for the Utilities Industry
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Data Analytics Use Cases for Utilities
Integrating IT and OT teams in the utilities industry is essential but often fails due to cultural, process, and technological barriers. Building trust between these teams is crucial for successful convergence.
IT/OT convergence enhances operational efficiency, resilience, and innovation through integrated systems and common standards. Utilities must embrace this trend to stay competitive and efficient.
Gather input from various stakeholders across the organization regarding IT/OT convergence. Educate diverse stakeholders and business unit leaders on the potential impact of converging IT and OT operations to gain buy-in.
Use the IT/OT convergence maturity model to establish a continuous improvement plan to drive convergence across people, processes, and technology. This will identify the organizational goals that will be impacted by IT/OT convergence.
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Drive a Fit-for-Purpose IT/OT Convergence Improvement Plan for Your Utility
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Industrial Control System Modernization: Unlock the Value of Automation in Utilities
Improve OT Governance to Drive Business Results
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Grid Modernization – Optimize Opportunities and Minimize Risks
Secure IT/OT Convergence
Technology leaders in utilities are responsible for a variety of mission-critical systems, applications, and devices. In this environment, disaster recovery is an ongoing requirement, and plans must be tested and updated regularly. As business units become more automated and data-dependent, the importance of business continuity increases.
Ensuring business continuity and disaster recovery is crucial in a connected world that is increasingly volatile and uncertain. The IT budget will be scrutinized by senior management and the board, making accuracy and appropriateness crucial. The budget is essential for enabling strategic growth of both IT and the organization.
Keep planning efforts manageable with thorough coverage by implementing a structured and repeatable process for business continuity planning (BCP) that can be applied to one business unit at a time.
Leverage BCP outcomes to refine IT disaster recovery plan (DRP) objectives and achieve alignment between DRP and BCP. This includes defining appropriate objectives for service downtime and data loss based on business impact.
Create a Right-Sized Disaster Recovery Plan
Develop a Business Continuity Plan
Integrate Physical Security and Information Security
IT's main goal is to support the organizational mission and ambitions, which requires stakeholder input. IT must effectively manage data, but this data belongs to the enterprise, not IT. IT's goodwill with the business is the most valuable asset they have, and it must be nurtured through effective business relationships and stakeholder management programs.
IT leaders cannot achieve important goals without the input and support of the business. Key technology projects and initiatives like risk management, cost optimization, and effective strategy require collaboration with business counterparts. Without this collaboration, IT leaders will struggle to implement significant changes and improvements.
Build an effective strategy and set of practices for working with business stakeholders. This includes understanding their priorities and requirements, defining value drivers, and using a balanced value framework to prioritize opportunities.
Improve IT's ability to meet business goals, enhance execution of business activities, and create a culture of trust and empowerment with product owners.
Embed Business Relationship Management in IT
Assess the Value Drivers Within Your Solutions
Mature and Scale Product Ownership
Twenty-five years after the Y2K investments, many enterprises still have complex application portfolios filled with legacy systems, bolt-ons, and underused cloud products. This complexity is costly in terms of licensing and IT support, and it constrains technical adaptability.
IT leaders must provide the tools to support enterprise processes and senior management's ambitions. Effective portfolio management is crucial for cost optimization, especially with steep IT budget reductions requiring a contraction of the application portfolio.
Start by creating a comprehensive application and platform inventory. This inventory will improve decision-making by providing a clear understanding of what applications are in use and their respective platforms.
Leverage business priorities and communicate the associated risks in operational terms when rationalizing applications. This involves evaluating the current state of legacy applications, developing a strategy, and executing it in an agile manner.
Rationalize Your Application Portfolio
Make the Case for Legacy Application Modernization
Integrate Portfolios to Create Exceptional Customer Value
Security is a constant concern for IT leaders and key stakeholders. The biggest emerging challenge is managing the security risk inherent in third-party relationships, such as trading partners and suppliers, especially those providing cloud-based IT services. IT leaders must educate stakeholders on appropriate levels of risk and investment, which is no easy task.
Even if IT and procurement controls are in place to manage third-party risk, IT leaders must be prepared to answer questions from auditors and the board's risk management committee. Effective management of third-party security risk is crucial for maintaining trust and avoiding negative publicity from security incidents.
Establish an end-to-end security risk management process that includes assessment, risk treatment through contracts and monitoring, and periodic reassessments.
Base vendor assessments on the actual risks to the organization to ensure that vendors are committed to the process and that internal resources are available to fully evaluate assessment results.
Build a Vendor Security Assessment Service
Build an Information Security Strategy
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Modern CIS Solutions Powered by AI
Build Your AI Solution Selection Criteria
IT is often seen as a cost center, and senior management frequently targets IT operations and projects for quick savings. IT leaders must prioritize cost considerations by developing an effective budget aligned with an IT strategic plan that anticipates risks and opportunities.
The IT budget is scrutinized by senior management and the board, making accuracy and appropriateness crucial. The budget is essential for enabling the strategic growth of both IT and the organization. Without a well-constructed budget, IT leaders cannot secure the necessary resources to drive important initiatives.
Capture, analyze, and communicate IT spending and staffing to showcase IT's value to the business. This involves benchmarking against peers and developing a cost optimization strategy.
Create a budget that demonstrates the delivery of business value, aligning IT financial plans with the strategic goals of the organization. This approach ensures that IT investments are justified and contribute to the success of the overall business.
Build Your IT Cost Optimization Roadmap
Create a Transparent and Defensible IT Budget
Utilities often manage aging infrastructure, but this comfort with old technology poses risks to IT departments. Many organizations still use core systems from the Y2K era, and these outdated systems can hinder technical adaptability.
Technical debt is inevitable, but unmanaged debt poses operational, financial, and reputational risks. IT leaders must assess and address their technical debt as part of their overall strategy to ensure organizational stability.
Start by identifying and defining the technical debt within the organization. Focus on the debt that can be addressed and conduct a business impact analysis to prioritize it based on its ongoing impact.
Identify options to better manage technical debt and present these findings to business decision-makers. This ensures that the organization is aware of the risks and can take appropriate action to mitigate them.
Manage Your Technical Debt
Make the Case for Legacy Application Modernization
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Industrial Control System Modernization: Unlock the Value of Automation in Utilities
Tomorrow will bring new threats, competitive pressures, and technological opportunities. Even if these technologies are unknown today, you can prepare by building team capabilities and appropriate IT roles. This is especially crucial in the utilities industry, where IT and OT roles are converging, driven by digital twins and Internet of Things trends.
Technologies continue to evolve, but it is the people who administer and use these tools that drive project success. IT leaders must review how they are governing and developing their teams, ensuring that people are developed at least as effectively as technology.
Use industry benchmarks to understand how current staff compare to similar organizations in terms of staffing levels and effort allocation. This helps in building a strategic workforce plan that accommodates today's technical demands and tomorrow's opportunities.
Develop internal competencies to take advantage of IT trends, particularly human-AI collaboration and an increasingly challenging security environment. This ensures the team is ready for technological advancements.
Build a Strategic IT Workforce Plan
IT Talent Trends 2024
Utilities, who often have century-long histories, may believe their business will continue unchanged. However, aging infrastructure, unstable operating environments, and new customer demands like electric vehicle support are forcing rapid evolution. Innovation should be pursued, not passively received.
Organizations are pressured to achieve cost efficiencies and service improvements that outdated tools cannot provide. Prepare for future challenges by equipping teams and infrastructure for change. Proactively embrace innovation to ensure readiness for tomorrow's demands.
Identify key components necessary for executing innovation initiatives. By understanding their current infrastructure and processes, organizations can pinpoint areas for improvement and prepare for future challenges.
Assess the organization's innovation capabilities in five key areas: organizational excellence, insights and intelligence, agile ideation, team capabilities, and innovation operations. This helps in understanding strengths and weaknesses, providing a roadmap for growth.
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Build a Utilities Business-Aligned IT Strategy
Build Your Enterprise Innovation Program
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Generative AI Use Case Library for the Utilities Industry
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The Future of Utilities Trends Report
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