Accelerated Innovation

By /

Exploring GenAI as a Key Enabler of Operational Excellence

Description

This capability focuses on identifying and leveraging GenAI solutions that drive efficiency, streamline operations, and improve performance across core business processes. By targeting use cases where automation, decision support, or process acceleration can yield measurable impact, organizations can begin translating GenAI potential into real operational value.

Why it's Important

Operational Excellence is a critical differentiator in today’s competitive environment, and GenAI presents a unique opportunity to accelerate improvements across cost, quality, speed, and scalability. Organizations that understand where and how GenAI can optimize workflows will be better positioned to reduce waste, improve consistency, and increase output with fewer resources. Without a clear focus on operational enablers, GenAI efforts risk being confined to innovation teams – rather than becoming embedded in day-to-day execution across the enterprise.

Why it's Challenging @ Scale

  • Fragmented Operational Data Sources: GenAI solutions often require access to large volumes of clean, connected data – something many operations teams lack.
  • Undefined Success Metrics: Without clearly defined KPIs for efficiency and quality, it’s difficult to measure the value GenAI delivers.
  • Siloed Functions & Systems: Disconnected processes and platforms can make it hard to deploy GenAI at scale across workflows.
  • Underdeveloped Use Case Playbooks: Teams may struggle to identify and prioritize high-impact GenAI operational use cases.
  • Limited Change Management Support: Operational teams may resist adopting GenAI unless clear value, training, and transition plans are in place.

Complexity

High. While individual GenAI-enabled improvements may be simple, scaling across operations requires data harmonization, cross-functional alignment, and process redesign.

Hello - Looks like you're new to our site
Register below to access your targeted recommendations.

GenAI Landing Page

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 Explore GenAI as a Key Enabler of Operational Excellence

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

  • Publish your operations & observability playbook for production GenAI.
  • Stand up your reference architecture starter pack (patterns + landing zone checklist).
  • Launch your quick win delivery factory (reusable delivery kit).
  • Deliver Quick Wins: Small, high-impact GenAI projects that can demonstrate tangible value in a short time frame.
  • Automate a Time-Consuming Manual Process: Use GenAI to streamline tasks like document summarization or issue triage.
  • Optimize Internal Dashboards or Reports: Leverage GenAI to dynamically generate insights or highlight key trends in operational data.
  • Pilot a GenAI-Enabled Support Assistant: Implement a lightweight assistant to help internal teams with routine queries or workflow navigation.
  • 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 early GenAI initiatives by evaluating performance against operational goals like efficiency, accuracy, and cycle time.
  • Define in-scope Processes and Guardrails: Identify eligible processes for GenAI integration and set clear rules for data access, review, and exception handling.
  • Close any Data or Measurement Gaps: Ensure the right operational metrics, feedback loops, and baselines are in place to track GenAI performance over time.
  • 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: Sequence rollout by operational area, starting with high-impact, low-risk teams to build momentum and refine processes.
  • Build Awareness and Finalise Enablers: Communicate operational success stories and ensure teams have access to required tools, templates, and technical support.
  • Operationalize Your Comms Plan: Establish regular updates through team meetings, dashboards, or newsletters to keep stakeholders informed and engaged.
  • Formalize Your Best Practices: Document and standardize what’s working to ensure consistent, scalable success across teams and use cases.
  • Document Lessons Learned: Capture insights from initial pilots and codify what drove operational impact.
  • Develop GenAI Training: Translate proven GenAI solutions into training sessions or how-to guides for broader operational teams.
  • Form a GenAI Community: Create a cross-functional forum for employees to share process improvements, automation wins, and workflow hacks.
  • 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 new operational areas ripe for automation or augmentation and pair them with internal success stories.
  • Foster a GenAI Culture: Recognize teams that achieve operational gains through GenAI, reinforcing behavior and encouraging experimentation.
  • Eliminate Adoption Barriers: Remove recurring issues such as tool access delays, unclear governance, or lack of technical support.
  • Celebrate Your Wins: Publicly acknowledge team accomplishments to build and sustain adoption momentum.
  • Highlight Milestones: Share quantifiable improvements such as reduced cycle times or cost savings with the broader organization.
  • Share Impact Stories: Showcase specific examples of GenAI-driven operational enhancements and their effect on business performance.
  • Recognize GenAI Champions: Spotlight operations leaders and frontline teams who pioneered high-impact GenAI 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 operational platforms so that they support daily execution without requiring context switching.
  • Simplify the User Experience: Continuously optimize interfaces and prompts to reduce learning curves and increase adoption across frontline users.
  • Monitor and Improve: Set up ongoing monitoring of GenAI use within operations to gather feedback, flag gaps, and refine implementation.
  • Leverage Automation: Use GenAI-powered tools and workflows to streamline repetitive tasks, enhance operational efficiency, and reduce manual effort.
  • Automate Routine Tasks: Use GenAI to handle repeatable processes like updating logs, generating reports, or analyzing input data.
  • Adopt Advanced AI Tools: Scale up adoption of more sophisticated tools like autonomous assistants or dynamic optimization engines.
  • Continuously Evolve Your Toolset: Establish a regular review process for integrating new GenAI capabilities as they become available.
  • 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: Stay up to date with GenAI innovations in the operations space and test new capabilities that may offer an edge.
  • Expand into New Domains: Extend GenAI adoption to advanced functions like supply chain optimization, quality assurance, or resource forecasting.
  • Iterate Your Vision: Regularly update your GenAI strategy for Operational Excellence based on business impact, lessons learned, and future priorities.

Key "Watchouts"

  • Focusing on Tools Instead of Outcomes: GenAI solutions should be selected and measured based on business impact, not novelty.
  • Skipping Change Management: Even efficiency-enhancing solutions may face resistance without clear communication and support.
  • Isolating Operational Teams: Excluding operations stakeholders from solution design limits adoption and effectiveness.
  • Overlooking Data Readiness: Poor data quality or access can derail automation and reduce GenAI accuracy.
  • Underestimating Process Complexity: Automating broken or poorly defined processes often amplifies inefficiencies.

Targeted Benefits

  • Increased Efficiency: Automating repetitive tasks enables teams to focus on higher-value work.
  • Cost Reduction: Streamlined operations reduce manual effort, errors, and waste.
  • Scalable Best Practices: Proven workflows can be replicated across business units or geographies.
  • Faster Decision-Making: Real-time insights and suggestions improve operational responsiveness.
  • Improved Quality: GenAI can help enforce consistency and reduce variation in routine processes.

Looking to Move Faster, and 'Go Bigger'?

Contact us to explore additional acceleration resources or support.
Click here
Eddie
Accelerated Innovation

Hi, I'm Eddie 👋

Ask me anything about AI concepts, best practices, Accelerated Innovation solutions, or how to get started.