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Exploring Prominent GenAI Use Cases

Description

Exploring Prominent GenAI Use Cases helps organizations understand the breadth of possibilities available with generative AI. It highlights high-impact applications across key business functions, enabling teams to envision how GenAI might be used in their own work. This capability creates a bridge from abstract AI concepts to practical, real-world value.

Why it's Important

Without a clear view of GenAI use cases, teams often struggle to move beyond hype or fear toward productive experimentation. Exploring use cases enables organizations to prioritize investments, inspire innovation, and avoid low-impact pilot traps. It also fosters alignment by helping stakeholders connect GenAI opportunities to specific goals, challenges, and domains. This foundation is essential for building credibility and momentum early in the GenAI journey.

Why it's Challenging @ Scale

  • Lack of Awareness Across Functions: Many teams are unfamiliar with how GenAI could apply to their specific workflows.
  • Too Many Options, No Clear Priorities: The breadth of use cases can overwhelm teams and stall decision-making.
  • Inconsistent Language & Framing: Without a shared way to describe use cases, teams struggle to compare or collaborate.
  • Risk of Misaligned Pilots: Teams may pursue trendy use cases that don’t address real business needs.
  • Low Confidence in Value Delivery: Uncertainty about ROI can prevent teams from taking early action.

Complexity

Medium. While identifying relevant use cases is conceptually straightforward, building shared understanding and alignment across teams requires structure, time, and facilitation.

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Taking Action

Though most organizations begin their GenAI journey with significant knowledge gaps, there are targeted actions that can be taken to accelerate the process. Select your group’s current maturity, based on your assessment results, and act today.

  • Explore Key Concepts & Best Practices: Complete the Defining Your Vision to Win with GenAI workshop (2 hrs.) to understand foundational key concepts and explore applied best practices.
  • Identifying Strategic GenAI Opportunities.
  • Establishing Guiding Principles for Vision Execution.
  • Mapping GenAI Vision to Business Capabilities.
  • Activating Cross-Functional GenAI Leadership.
  • Measuring Early Indicators of Vision Success.
  • Define Your Action Plan: Outline concrete, prioritized steps your organization will take to accelerate your GenAI Use Case development efforts. 

Jumpstarting Your Plan 

  • Define your accountable lead(s), their roles, responsibilities, and committed capacity 
  • Deliver your first 90-day quick wins 
  • Configure your Delta 7/28 Plan module 
  • Define your measures of success and insights plan 
  • Build and kick off your change and comms plan 

Targeted Activities 

  • Run your core use case discovery sprint. 
  • Build your customer-centric use case portfolio (top 10 + prioritization). 
  • Expand your GenAI value proposition & use case pattern library (starter set). 
  •  
  • Deliver Quick Wins: Small, high-impact GenAI projects that can demonstrate tangible value in a short time frame.
  • Summarizing Customer Feedback Automatically: Pilot GenAI to extract insights from customer surveys and support tickets.
  • Generating Marketing Drafts: Use GenAI to rapidly draft content for email campaigns, social posts, or landing pages.
  • Creating First-Draft Internal Docs: Test GenAI to create draft internal FAQs, onboarding materials, or meeting recaps.
  • Complete one or more of our Deep Dive Courses: Begin exploring key concepts and best practices, including:
  • Nail It Before You Scale It: Assess and optimize your solution or process before adopting it at scale.
  • Assess Your Proposed Solution or Process: Validate that the use case addresses a meaningful problem and produces actionable results.
  • Define in-scope Processes and Guardrails: Establish where the solution applies, and clarify any ethical, security, or compliance considerations.
  • Close any Data or Measurement Gaps: Ensure metrics, feedback loops, and user data are in place to measure impact and guide improvements.
  • Define Your Adoption & Scaling Plan: Create a structured roadmap for how GenAI solutions will be rolled out across teams, workflows, or business units.
  • Define Your Phased Implementation Plan: Lay out a timeline for progressive rollout, prioritizing teams with the greatest need or readiness.
  • Build Awareness and Finalise Enablers: Confirm that training, technical support, and resources are available to help users adopt the solution.
  • Operationalize Your Comms Plan: Set up regular communications to keep teams informed about GenAI initiatives, milestones, and outcomes.
  • Formalize Your Best Practices: Document and standardize what’s working to ensure consistent, scalable success across teams and use cases.
  • Document Lessons Learned: Capture key insights and patterns from initial GenAI use case pilots in a shared internal repository.
  • Develop GenAI Training Materials: Create tailored resources that reflect proven use case strategies, helping new teams onboard faster.
  • Form a GenAI Community of Practice: Bring together GenAI champions regularly to share successes, barriers, and new ideas.
  • Accelerate Your Adoption: Intensify efforts to embed GenAI across your organization by expanding use cases, increasing user engagement, and removing adoption barriers.
  • Expand GenAI Applications: Identify adjacent processes or teams that can benefit from tested use cases and help them launch quickly.
  • Foster a GenAI Culture: Recognize teams who are driving GenAI success and empower others to take initiative with new use case ideas.
  • Eliminate Adoption Barriers: Streamline tool access, remove permission blockers, and ensure frontline support is available for rapid experimentation.
  • Celebrate Your Wins: Publicly acknowledge team accomplishments to build and sustain adoption momentum.
  • Highlight Milestones: Share tangible metrics, such as time saved or increased output, to validate early use case success.
  • Share Impact Stories: Document and communicate how specific GenAI use cases have created business value across the organization.
  • Recognize GenAI Champions: Spotlight individuals or teams who have demonstrated leadership in exploring and scaling use cases.
  • Streamline & Embed: Integrate GenAI into core workflows while eliminating friction points to make usage seamless and routine.
  • Embed in Daily Workflow: Integrate GenAI tools directly into systems and tasks where use case work happens, like CRMs or internal dashboards.
  • Simplify the User Experience: Refine prompts, interfaces, and automations so users can engage with GenAI use cases effortlessly.
  • Monitor and Improve Continuously: Collect feedback on GenAI-powered use case performance and use it to drive ongoing optimization.
  • Leverage Automation: Use GenAI-powered tools and workflows to streamline repetitive tasks, enhance operational efficiency, and reduce manual effort.
  • Automate Use Case Execution: Build end-to-end workflows that allow teams to trigger or complete use cases with minimal human effort.
  • Adopt Advanced Tooling: Integrate more powerful GenAI tools into use case delivery to increase speed, consistency, and scale.
  • Continuously Evolve Toolsets: Stay current with the latest GenAI solutions that enhance use case quality or expand possibilities.
  • Evolve & Further Accelerate: Continuously refine GenAI strategies based on insights and outcomes, while expanding into more complex or high-impact use cases.
  • Monitor Emerging Trends: Track competitor and market developments to identify next-gen use cases that could strengthen your edge.
  • Expand into New Domains: Apply successful use case patterns in new business areas to uncover breakthrough opportunities.
  • Iterate Your Vision to Win: Use impact data to reframe your GenAI goals and elevate your ambition for how use cases can transform the business.

Key "Watchouts"

  • Jumping to Solutions Without Clear Problems: Pursuing use cases without a clear business challenge can lead to wasted effort and skepticism.
  • Overengineering Early Pilots: Complex implementations can slow learning and reduce buy-in; start simple.
  • Treating Use Cases as One-Size-Fits-All: What works for one team or function may not work for another-context matters.
  • Neglecting Business Relevance: Focusing too much on technical novelty can result in use cases that don’t deliver impact.
  • Under-Communicating Wins: Failing to socialize successful use cases can stall momentum and broader adoption.

Targeted Benefits

  • Increased Clarity: Teams better understand how GenAI can support specific business goals.
  • Faster Activation: Well-matched use cases accelerate the move from ideas to action.
  • Higher ROI: Focused use cases reduce risk and increase the chances of delivering measurable value.
  • Cross-Team Inspiration: Sharing examples helps teams see what’s possible and sparks new ideas.
  • Organizational Alignment: A shared use case library builds consistency in how GenAI is applied across the business.

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Eddie
Accelerated Innovation

Hi, I'm Eddie 👋

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