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Ensuring You Have the Maturity Insights to Win with GenAI

Description

This capability focuses on developing a clear, data-informed understanding of your organization’s GenAI readiness and progress. It helps leaders identify capability gaps, benchmark maturity across teams, and prioritize actions that accelerate impact. These insights ensure efforts are aligned with real needs – not assumptions.

Why it's Important

Without clear maturity insights, GenAI efforts often remain fragmented, redundant, or misaligned with business goals. Teams may overestimate their readiness or overlook foundational gaps that limit success. Reliable, shared insights help drive more focused investments, align stakeholders, and guide effective prioritization. As GenAI matures rapidly, staying honest and current about where you stand is critical to winning.

Why it's Challenging @ Scale

  • Lack of Standardized Frameworks: Without a shared maturity model, teams struggle to evaluate progress or benchmark capabilities.
  • Fragmented Efforts: Insights are often siloed across departments, making it difficult to form an integrated view.
  • Misaligned Metrics: Different groups may measure maturity using inconsistent or misaligned indicators.
  • Limited Visibility: Leadership often lacks real-time insight into where teams truly stand, delaying critical interventions.
  • Underinvestment in Measurement: Organizations frequently overlook the importance of dedicated tools and processes to assess GenAI maturity.

Complexity

High: While the concept of maturity insights is straightforward, embedding standardized measurement practices and aligning stakeholders around shared insights requires significant coordination and investment.

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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.

The most important part of any journey is starting… To move from “Exploring” to “Experimenting”, focus on the following key actions:
  • Explore Key Concepts & Best Practices: Complete the Exploring the Keys to Winning with GenAI workshop (2 hrs.) to understand foundational key concepts and explore applied best practices.
  • Developing a Clear & Compelling GenAI Vision.
  • Developing an Integrated Strategy & Acceleration Plan.
  • Productizing High-Impact GenAI Solutions.
  • Architecting the Enterprise Capabilities to Win with GenAI.
  • Ensuring You Have the Integrated Insights to Win with GenAI.
  • Define Your Action Plan: Outline concrete, prioritized steps your organization will take to implement your GenAI Maturity Insights Strategy.

Jumpstarting Your Plan

  • Define your accountable leads), 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

  • Integrate your readiness diagnostics into a single maturity view
  • Define your GenAI talent readiness metrics pack (quant + qual)
  • Define your GenAI data readiness metrics pack (quality + coverage)
  • Deliver Quick Wins: Small, high-impact GenAI projects that can demonstrate tangible value in a short time frame.
  • Establish a Maturity Insights Baseline: Conduct a cross-functional diagnostic to identify current capability levels and gaps.
  • Build a Capability Heatmap: Visualize maturity levels by team or function to highlight strategic opportunities.
  • Share a One-Page Insights Summary: Develop a simple artifact that helps leaders quickly interpret results and align on priorities.
To move from Experimentation to “Lifting-Off”, prioritize the following actions:
  • 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: Review how Maturity Insights are gathered, validated, and used to inform strategic decisions.
  • Define in-scope Processes and Guardrails: Set clear boundaries on how maturity data is collected, shared, and interpreted across teams.
  • Close any Data or Measurement Gaps: Identify missing indicators or inconsistencies and introduce mechanisms to ensure data reliability and completeness.
  • 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: Map out how Maturity Insights practices will be embedded across business units in a structured, progressive manner.
  • Build Awareness and Finalise Enablers: Develop enablement materials, dashboards, and stakeholder communications to support consistent adoption.
  • Operationalize Your Comms Plan: Set up regular updates and insights-sharing forums to engage teams and sustain momentum around maturity measurement.
To move from Lifting-Off to “Accelerating”, prioritize the following actions:
  • Formalize Your Best Practices: Document and standardize what’s working to ensure consistent, scalable success across teams and use cases.
  • Document Maturity Insights Processes: Define the steps, tools, and responsibilities for capturing, analyzing, and reporting insights.
  • Establish Feedback Loops: Build regular feedback mechanisms to refine how maturity data is collected and used over time.
  • Build a Central Insights Repository: Store and organize maturity data and related analyses so teams can reference, compare, and learn.
  • Accelerate Your Adoption: Intensify efforts to embed GenAI across your organization by expanding use cases, increasing user engagement, and removing adoption barriers.
  • Broaden Organizational Participation: Enable more teams and functions to self-assess and participate in maturity diagnostics.
  • Integrate Maturity Insights into Planning: Embed insights into annual planning, resource allocation, and investment decision processes.
  • Remove Reporting Bottlenecks: Automate and streamline maturity reporting workflows to ensure timely access to actionable insights.
  • Celebrate Your Wins: Publicly acknowledge team accomplishments to build and sustain adoption momentum.
  • Share Maturity Progress Milestones: Highlight progress across business units and teams to showcase momentum.
  • Spotlight High-Impact Use of Insights: Share stories of how maturity data led to smarter investments or faster outcomes.
  • Recognize Internal Champions: Celebrate those driving adoption and excellence in maturity assessment practices.
The “Accelerating” stage represents “Target State” for many capabilities. “Breaking Away”, on the other hand, suggests that the specific Capability represents a clear competitive advantage for your business.
  • Streamline & Embed: Integrate GenAI into core workflows while eliminating friction points to make usage seamless and routine.
  • Embed Maturity Reporting into Core Routines: Integrate Maturity Insights into OKR reviews, strategy updates, and executive dashboards.
  • Refine Self-Assessment Workflows: Make it simple and intuitive for teams to evaluate their own maturity and track improvements over time.
  • Standardize Insight Interpretation: Establish shared guidance for reading and acting on maturity results across all teams.
  • Leverage Automation: Use GenAI-powered tools and workflows to streamline repetitive tasks, enhance operational efficiency, and reduce manual effort.
  • Automate Maturity Data Collection: Leverage integrations and forms to collect insight data passively or through existing systems.
  • Build Smart Dashboards and Alerts: Surface trends and anomalies in maturity levels through automated alerts and tailored views.
  • Enable On-Demand Insight Generation: Allow leaders and teams to generate tailored maturity reports and recommendations with a few clicks.
  • Evolve & Further Accelerate: Continuously refine GenAI strategies based on insights and outcomes, while expanding into more complex or high-impact use cases.
  • Benchmark Against Industry Leaders: Regularly compare internal results to external benchmarks to identify gaps and opportunities.
  • Expand Maturity Assessments to New Domains: Introduce maturity measurement for adjacent capabilities such as Responsible AI, GenAI Scaling, or Governance.
  • Continuously Refine the Framework: Adapt the maturity model and metrics over time to stay aligned with innovation, priorities, and lessons learned.

Key "Watchouts"

  • Treating Maturity as a One-Time Exercise: Single-point assessments quickly become outdated and lose strategic value.
  • Overcomplicating the Model: Excessively complex frameworks reduce adoption and discourage stakeholder engagement.
  • Failing to Act on the Insights: Collecting data without follow-through erodes trust and momentum.
  • Ignoring Team-Level Differences: Averages can mask critical gaps or outliers across functions or geographies.
  • Relying on Gut Feel: Subjective impressions without structured data lead to misaligned priorities and missed opportunities.

Targeted Benefits

  • Sharper Prioritization: Insights help teams focus on the highest-leverage actions instead of chasing trends.
  • Faster Capability Growth: Identifying and closing gaps accelerates organizational maturity.
  • Better Stakeholder Alignment: Shared data creates a single source of truth across functions and leadership levels.
  • Smarter Investment Decisions: Maturity baselines guide where to allocate time, funding, and resources.
  • Stronger GenAI Strategy: Insights provide the foundation for building and adapting a winning strategy over time.

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Eddie
Accelerated Innovation

Hi, I'm Eddie 👋

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