Accelerated Innovation

Packaging GenAI Solutions for Accelerated Adoption

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Packaging GenAI Solutions for Accelerated Adoption

Description

This capability focuses on structuring and bundling GenAI solutions in ways that encourage trial, demonstrate value quickly, and support broad-based adoption. It includes offering differentiated access levels, use-case-specific bundles, and strategic pairing with enablers like onboarding, training, or credits.

Why it's Important

Packaging plays a critical role in how GenAI solutions are perceived, adopted, and scaled. Without thoughtful packaging, users may struggle to understand what the solution includes or how it fits their needs. Effective packaging strategies make it easier for users to get started, uncover value early, and expand usage over time. They also support pricing flexibility, internal enablement, and clearer go-to-market alignment.

Why it's Challenging @ Scale

  • Undefined packaging standards: Teams often lack a clear framework for how GenAI offerings should be grouped or delivered.
  • Low visibility into user needs: Without understanding how users actually adopt GenAI, packages may misalign with expectations or workflows.
  • Overreliance on custom builds: Packaging is often developed ad hoc, which limits scalability and slows delivery.
  • Inconsistent inclusion of enablers: Critical support elements like training, comms, or onboarding are frequently left out or bolted on.
  • Lack of feedback on packaging impact: Teams rarely capture structured insights on which packages drive the most adoption or satisfaction.

Complexity

Medium: Creating initial packages is often straightforward, but refining them based on user behavior, solution evolution, and scaling needs requires ongoing coordination across product, UX, and enablement teams.

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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 Accelerating Adoption of Your GenAI Solutions workshop (2 hrs.) to understand foundational key concepts and explore applied best practices
  • Understanding Barriers to GenAI Adoption
  • Positioning Adoption as a Growth Driver
  • Defining Key Stakeholder Roles
  • Creating an Adoption Success Framework
  • Aligning Adoption Strategy to Business Value
  • Define Your Action Plan: Outline concrete, prioritized steps your organization will take to implement GenAI Strategy.
  • Align on your Current State and define your Target State
  • Create an actionable enablement plan
  • Define target timeline and measures of success
  • Deliver Quick Wins: Small, high-impact GenAI projects that can demonstrate tangible value in a short time frame.
  • Starter Package Pilot: Launch a simple, low-friction GenAI package targeted at a specific internal or external audience.
  • Bundle with Training or Credits: Offer GenAI capabilities alongside onboarding support or limited-use incentives to encourage exploration.
  • Test Tiered Access Models: Develop and evaluate basic vs. advanced packaging formats for different user segments.
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:
  • Promoting Your GenAI Solutions
  • Enabling Client Adoption of Your GenAI Solutions
  • Providing Targeted Client Training & Support
  • Enabling Internal Adoption of Your GenAI Solutions
  • Providing Targeted Team Member Training & Support
  • Nail It Before You Scale It: Assess and optimize your solution or process before adopting it at scale
  • Assess Your Proposed Solution or Process: Evaluate how different packaging options have performed in terms of trial, satisfaction, and expansion.
  • Define In-Scope Processes and Guardrails: Create packaging standards and guidelines that help ensure consistency and repeatability.
  • Close Any Data or Measurement Gaps: Identify gaps in user feedback or adoption metrics that prevent packaging optimization.
  • 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 packaging releases across use cases or business units based on readiness and opportunity.
  • Build Awareness and Finalize Enablers: Share packaging documentation, feature comparisons, and onboarding flows with delivery teams.
  • Operationalize Your Comms Plan: Embed clear messaging around package benefits, access, and value into GenAI launch materials.
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
  • Define Standard Packaging Models: Create a catalog of approved GenAI packages tailored to different audiences or maturity levels.
  • Create Modular Packaging Components: Break packages into reusable building blocks that teams can configure based on need.
  • Embed Packaging into Solution Design: Ensure every new GenAI solution includes a packaging strategy as part of its go-to-market plan.
  • Accelerate Your Adoption: Intensify efforts to embed GenAI across your organization by expanding use cases, increasing user engagement, and removing adoption barriers
  • Align Packaging with User Journeys: Tailor bundles to match onboarding, usage, and expansion behaviors across segments.
  • Expand Enablement Around Packages: Create internal training and reference materials that help teams position and deliver each package.
  • Scale Successful Pilots: Roll out top-performing package formats to adjacent business units, markets, or use cases.
  • Celebrate Your Wins: Publicly acknowledge team accomplishments to build and sustain adoption momentum
  • Highlight High-Impact Packaging Examples: Showcase packages that led to increased trial, satisfaction, or conversion.
  • Share Lessons Learned from Pilots: Document what worked, what didn’t, and how learnings shaped final packages.
  • Recognize Contributors to Packaging Design: Celebrate cross-functional team members who developed or refined effective bundles.
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
  • Integrate Packaging into Solution Templates: Ensure all GenAI offerings include pre-built package options for faster deployment.
  • Enable On-Demand Package Selection: Build user-facing tools that guide users to the right GenAI package based on needs or use case.
  • Link Packages to Workflow Outcomes: Tie packaging structure to measurable business value or KPIs to enhance relevance and clarity.
  • Leverage Automation: Use GenAI-powered tools and workflows to streamline repetitive tasks, enhance operational efficiency, and reduce manual effort
  • Automate Package Recommendation Engines: Use AI to suggest optimal packages based on user behavior, role, or goals.
  • Streamline Configuration and Deployment: Automate provisioning and setup of selected GenAI packages across systems.
  • Dynamically Update Packages: Adjust packaging in real time as features evolve, usage patterns change, or new data becomes available.
  • Evolve & Further Accelerate: Continuously refine GenAI strategies based on insights and outcomes, while expanding into more complex or high-impact use cases
  • Use Analytics to Refine Packaging: Track adoption, satisfaction, and churn by package type to drive continuous improvement.
  • Extend Packaging Strategy Across Modalities: Apply packaging best practices across GenAI chat, voice, workflow, and embedded use cases.
  • Benchmark vs. Industry Leaders: Analyze how GenAI packaging compares to peers and identify opportunities for differentiation.

Key "Watchouts"

As you take action you’ll want to avoid:

  • Packaging without user input: Designing bundles in isolation often results in low adoption or confusion.
  • Overcomplicating options: Too many packages or unclear differences between them can overwhelm users and stall decision-making.
  • Forgetting onboarding and support: Packaging that excludes training or enablement may delay time to value.
  • Neglecting internal readiness: Teams may not have the tools or understanding needed to deliver new packages effectively.
  • Treating packaging as static: Effective packages must evolve with solution maturity, user feedback, and business needs.

Targeted Benefits

While Packaging GenAI Solutions for Accelerated Adoption can be challenging, its benefits are clear and compelling, including:

  • Faster time to value: Thoughtful packaging helps users quickly experience GenAI benefits.
  • Higher adoption rates: Packages designed around user needs and journeys remove barriers to trial and expansion.
  • Improved scalability: Reusable packaging models support consistent rollout across teams and markets.
  • Stronger user satisfaction: Bundling the right capabilities with the right support increases solution relevance and effectiveness.
  • Clearer internal alignment: Defined packages streamline delivery, messaging, and enablement efforts across the organization.

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Eddie
Accelerated Innovation

Hi, I'm Eddie 👋

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