Readiness Accelerators

Readiness is What
Separates GenAI Hype
From GenAI Results.

Adopting GenAI isn’t a simple software upgrade. It’s a broad organizational capability journey with major upside and real risk. Our Readiness Accelerators help leaders:

Understand the Keys to Winning with GenAI
See where readiness is strong or weak
Prioritize the actions that accelerate impact and reduce risk

Why Most Organizations Still Aren’t Ready to Scale GenAI

Adopting GenAI isn’t just a technology challenge — it’s an organizational capability journey that most organizations still aren’t built to scale. Our integrated Readiness Accelerators help leaders identify the gaps, prioritize what matters most, and act faster.

0

Integrated
Readiness System

0

Assessments Across the GenAI Journey

> 0

Actionable Acceleration Guides

3 Steps to GenAI Readiness

See Where You’re Ready & Where You're Not

Assess readiness across strategy, productization, organizational capability, and insights to uncover the gaps most likely to slow impact or increase risk.

Prioritize the Gaps That Matter Most

Use our integrated assessments to identify the capabilities that matter most, align on priorities, and focus effort where it will accelerate progress fastest.

Close Key Readiness Gaps Faster

Turn readiness findings into action with practical Acceleration Guides that help teams close gaps, build capability, and move forward with more confidence.

Choose Your Readiness Starting Point

Explore our integrated Readiness Accelerators below.

Strategic
Readiness

Readiness Assessment Plan

GenAI Product Management Readiness

Product Engineering Readiness

Organizational Capability Readiness

GenAI Insights Readiness

Assess Your Keys to
Winning with GenAI

Understand the capabilities most critical to winning with GenAI.
Identify your most important strengths, gaps, and dependencies.
Accelerate readiness where it will unlock the most GenAI impact.

Assess Your Vision to
Win with GenAI

Understand whether your GenAI vision is clear, compelling, and actionable.
Align leaders around a clearer North Star for GenAI impact.
Accelerate your path from GenAI aspiration to shared direction.

Assess Your GenAI Strategy
& High-Level Plan

Understand whether your strategy is strong enough to turn ambition into action.
Identify the biggest gaps in priorities, sequencing, and execution readiness.
Accelerate progress with a strategy and plan built to execute.

Assess Your Delta 7/28™
Acceleration Plan

Understand whether your plan can generate weekly wins and monthly capability unlocks.
Identify where momentum, sequencing, or ownership may break down.
Accelerate impact with a clearer Delta 7/28 path to momentum and scale.

Build Your Keys to Winning
Readiness Assessment Plan

Understand which readiness questions matter most to scaling GenAI successfully.
Identify the capability gaps most likely to affect business impact.
Accelerate your readiness journey with a sharper, faster path to action.

Assess Your GenAI
Productization Readiness

Understand what will make or break your ability to turn GenAI ambition into scalable products.
Identify the productization gaps most likely to slow quality, adoption, or scale.
Accelerate your path to scalable, high-impact GenAI products.

Assess Your GenAI Customer
Understanding Readiness

Understand whether your GenAI efforts are grounded in customer needs that truly matter.
Identify the gaps in customer insight, problem clarity, and value definition.
Accelerate customer-centered GenAI value with sharper insight and focus.

Assess your GenAI Ideas
Testing & Validation Readiness

Understand whether you can distinguish high-potential GenAI ideas from costly distractions.
Identify the gaps in idea testing, evidence, and validation discipline.
Accelerate smarter GenAI investment with stronger evidence and validation.

Assess Your GenAI Product
Pricing & Packaging Readiness

Understand whether your pricing and packaging approach is strong enough to support GenAI scale.
Identify the commercial gaps most likely to slow adoption, margin, or growth.
Accelerate GenAI adoption without sacrificing margin.

Assess Your GenAI Adoption
Acceleration Readiness

Understand whether you are ready to make GenAI value easier to see, trust, and adopt.
Identify the gaps most likely to slow adoption, confidence, or user engagement.
Accelerate GenAI adoption by making value easier to see, trust, and use.

Assess Your GenAI Development &
Support Readiness

Understand whether you have the capabilities needed to build and support GenAI at scale.
Identify the delivery, support, and operating gaps most likely to slow quality or growth.
Accelerate GenAI scale with a stronger delivery and support model.

Assess Your GenAI Product
Data Readiness

Understand whether weak product data is limiting GenAI quality, relevance, and scale.
Identify the data gaps most likely to reduce GenAI quality, relevance, or trust.
Accelerate stronger GenAI performance with a more trusted product data foundation.

Assess your Model Evaluation &
Selection Readiness

Understand whether you can choose models with enough rigor to scale confidently.
Identify the biggest gaps in model objectives, tradeoff clarity, and evaluation discipline.
Accelerate stronger model decisions with better evaluation discipline.

Assess Your Natural Language User
Request Understanding Readiness

Understand whether you can interpret user intent well enough to deliver high-quality GenAI experiences.
Identify the gaps most likely to reduce understanding, relevance, or trust.
Accelerate higher-quality GenAI experiences with stronger intent understanding.

Assess Your Readiness to Build Extensible GenAI Solutions with Routing, Tools, and Agents

Understand whether you are ready to build GenAI solutions that scale through routing, tools, and agents.
Identify the capability gaps most likely to limit extensibility, flexibility, or control.
Accelerate your path to more scalable, extensible GenAI solutions.

Assess Your Product-Level GenAI
Routing Readiness

Understand whether you can route GenAI intelligently across the models, tools, and workflows that matter.
Identify the routing gaps most likely to slow quality, efficiency, or scale.
Accelerate GenAI performance with stronger product-level routing.

Assess Your Product-Level
GenAI Tools Readiness

Understand whether GenAI has the tools it needs to do more than just respond.
Identify the tool gaps most likely to limit action, usefulness, or scale.
Accelerate more useful, action-oriented GenAI performance with the right tools in place.

Assess Your Product-Level
Agentic AI Readiness

Understand whether you are ready to scale agentic AI with enough control and confidence.
Identify the gaps most likely to limit autonomy, trust, or enterprise fit.
Accelerate agentic AI value with stronger enterprise control and readiness.

Assess Your Product-Level GenAI Search Readiness

Understand whether GenAI can find the right information when it matters most.
Identify the search gaps most likely to reduce relevance, speed, or trust.
Accelerate more useful, higher-quality GenAI experiences with stronger product-level search.

Assess Your GenAI Context
Retrieval Readiness

Understand whether GenAI can retrieve the context it needs to deliver high-quality results.
Identify the retrieval gaps most likely to reduce relevance, accuracy, or trust.
Accelerate higher-quality GenAI results with stronger context retrieval.

Assess Your GenAI Response Generation Readiness

Understand whether you can generate responses that are accurate, useful, and on-brand.
Identify the generation gaps most likely to reduce quality, consistency, or trust.
Accelerate higher-quality GenAI experiences with stronger response generation.

Assess Your Product-Level
Secure AI Readiness

Understand whether your GenAI solution is secure enough to scale without slowing innovation.
Identify the security gaps most likely to increase risk, friction, or exposure.
Accelerate secure GenAI scale without compromising speed or innovation.

Assess Your Product-Level
Responsible AI Readiness

Understand whether you have the controls needed to make GenAI trustworthy enough to scale.
Identify the gaps most likely to reduce trust, accountability, or safe adoption.
Accelerate trusted GenAI scale with stronger product-level controls.

Assess Your Product-Level GenAI
Support Readiness

Understand whether your support model is ready to keep GenAI reliable at scale.
Identify the support gaps most likely to reduce reliability, trust, or customer confidence.
Accelerate GenAI scale with a support model built for reliability and trust.

Assess Your Product-Level Evaluation & Validation Readiness

Understand whether you can prove GenAI is ready before you scale it.
Identify the evaluation and validation gaps most likely to increase launch risk.
Accelerate safer, more confident GenAI launches with stronger evaluation and validation.

Assess Your GenAI Solution
Tuning Readiness

Understand whether you can turn production insights into stronger GenAI performance over time.
Identify the tuning gaps most likely to limit quality, improvement speed, or impact.
Accelerate higher-impact GenAI performance through stronger tuning in production.

Assess Your GenAI Optimization & Evolution Readiness

Understand whether you are ready to continuously evolve GenAI for stronger performance and impact.
Identify the gaps most likely to limit improvement, adaptability, or long-term value.
Accelerate continuous GenAI improvement as your business and use cases evolve.

Assess the Readiness of Your Organizational GenAI Capabilities

Understand whether your enterprise capabilities are strong enough to support GenAI at scale.
Identify the organizational gaps most likely to slow trust, delivery, or adoption.
Accelerate enterprise GenAI scale with a clearer capability-building path.

Assess Your Enterprise
Secure AI Readiness

Understand whether your enterprise controls are strong enough to secure GenAI at scale.
Identify the security gaps most likely to increase enterprise risk, friction, or exposure.
Accelerate secure enterprise GenAI scale without slowing the business.

Assess Your Enterprise
Responsible AI Readiness

Understand whether you have the controls needed to make GenAI trustworthy enough to scale.
Identify the gaps most likely to reduce trust, accountability, or safe adoption.
Accelerate enterprise GenAI scale with stronger trust, safeguards, and control.

Assess Your Integrated GenAI Change Management Readiness

Understand whether you can turn GenAI change into safer, faster continuous delivery.
Identify the gaps most likely to slow release speed, quality, or confidence.
Accelerate safer, faster GenAI delivery with stronger evaluation-enabled change.

Assess Your Integrated GenAI Governance Readiness

Understand whether your governance model is strong enough to guide GenAI at scale.
Identify the governance gaps most likely to slow decisions, reduce control, or increase risk.
Accelerate GenAI scale with governance designed for clarity, control, and speed.

Assess Your Enterprise GenAI
Data Readiness

Understand whether weak data foundations are limiting GenAI quality, trust, or scale.
Identify the data gaps most likely to reduce relevance, performance, or enterprise value.
Accelerate higher-impact GenAI with a more trusted enterprise data foundation.

Assess Your Enterprise LLM Evaluation Readiness

Understand whether you can make model decisions with enough rigor to scale confidently.
Identify the evaluation gaps most likely to weaken quality, trust, or decision speed.
Accelerate stronger LLM decisions with greater rigor, speed, and confidence.

Assess Your Enterprise GenAI Orchestration Readiness

Understand whether weak orchestration is limiting your ability to coordinate GenAI at scale.
Identify the orchestration gaps most likely to reduce flexibility, control, or performance.
Accelerate enterprise GenAI performance with stronger orchestration across your ecosystem.

Assess Your Enterprise GenAI UX Design Readiness

Understand whether your UX approach is strong enough to make GenAI easier to use, trust, and adopt.
Identify the UX gaps most likely to reduce usability, confidence, or value realization.
Accelerate GenAI adoption with stronger enterprise UX design.

Assess Your Enterprise GenAI Evaluation Readiness

Understand whether your evaluation discipline is strong enough to support trusted GenAI at scale.
Identify the evaluation gaps most likely to weaken quality, trust, or release confidence.
Accelerate trusted GenAI scale with stronger enterprise evaluation and release confidence.

Assess Your Enterprise LLM & GenAI Ops Readiness

Understand whether your operating model is ready to keep GenAI stable, efficient, and scalable.
Identify the Ops gaps most likely to reduce speed, reliability, or control.
Accelerate enterprise GenAI delivery with stronger LLM and GenAI Ops.

Assess Your GenAI Talent Development Readiness

Understand whether your talent model is strong enough to build GenAI capability at scale.
Identify the talent gaps most likely to slow delivery, adoption, or long-term success.
Accelerate enterprise GenAI scale with stronger GenAI talent and capability development.

Assess Your GenAI Center of Enablement Readiness

Understand whether your enablement model is strong enough to scale GenAI across the business.
Identify the gaps most likely to limit coordination, capability-building, or execution consistency.
Accelerate enterprise GenAI scale with a stronger GenAI enablement engine.

Assess Your GenAI Brand
Building Readiness

Understand whether your GenAI brand is strong enough to build trust, momentum, and market credibility.
Identify the brand gaps most likely to weaken differentiation, confidence, or adoption.
Accelerate GenAI trust, visibility, and momentum with a stronger market narrative.

Assess Your Integrated Product Economics Analytics Readiness

Understand whether your economics visibility is strong enough to scale GenAI with confidence.
Identify the gaps most likely to obscure value, cost, margin, or investment decisions.
Accelerate GenAI scale with clearer economics and stronger decision support.

Assess Your Applied
AI & ML Readiness

Understand whether your AI and ML capabilities are strong enough to support higher-impact GenAI at scale.
Identify the capability gaps most likely to limit solution quality, sophistication, or scale.
Accelerate higher-impact GenAI with stronger applied AI and ML capabilities.

Assess Your Enterprise
Agentic AI Readiness

Understand whether you are ready to scale agentic AI with enough control and confidence.
Identify the gaps most likely to limit autonomy, trust, or enterprise fit.
Accelerate enterprise agentic AI value with stronger control, trust, and readiness.

Assess Your Intelligent
Orchestration Readiness

Understand whether weak orchestration is limiting your ability to coordinate models, agents, and workflows at scale.
Identify the gaps most likely to reduce flexibility, control, or enterprise performance.
Accelerate enterprise GenAI performance with stronger intelligent orchestration.

Assess Your Hyper-Personalization Readiness

Understand whether you are ready to deliver GenAI experiences personalized enough to drive action at scale.
Identify the gaps most likely to reduce relevance, trust, or customer value.
Accelerate more relevant, higher-impact GenAI experiences that drive action at scale.

Assess your Model Training &
Fine-Tuning Readiness

Understand whether your training and tuning approach is strong enough to improve GenAI performance with confidence.
Identify the gaps most likely to limit quality, trust, or domain fit.
Accelerate higher-impact, more trusted GenAI results with stronger model tuning.

Assess Your Enterprise Knowledge Graphs Readinesss

Understand whether fragmented enterprise knowledge is limiting GenAI quality, context, or speed.
Identify the knowledge gaps most likely to reduce connected intelligence and response quality.
Accelerate stronger GenAI quality and insight with enterprise knowledge graphs.

Assess Your
GenAI Insights

Understand whether your current GenAI signals are clear enough to guide better decisions.
Identify the insight gaps most likely to limit visibility, actionability, or business value.
Accelerate smarter GenAI decisions with clearer, more actionable insight.

Assess Your GenAI
Insights Portal

Understand whether your most important GenAI signals are visible enough to support better decisions.
Identify the visibility gaps most likely to limit clarity, actionability, or leadership alignment.
Accelerate smarter GenAI decisions with a clearer, more decision-ready insights portal.

Assess Your GenAI
Knowledge Assistant

Understand whether your teams can access GenAI insight quickly enough to guide better decisions.
Identify the access gaps most likely to slow visibility, usability, or action.
Accelerate smarter decisions by putting GenAI insight one question away.

Assess Your GenAI Recommendations Engine

Understand whether you can turn GenAI insight into recommendations clear enough to guide action.
Identify the recommendation gaps most likely to reduce relevance, actionability, or business value.
Accelerate smarter next best actions with stronger GenAI recommendations.

Assess Your Integrated Product Economics Analytics Readiness

Assess Your Integrated Product Economics Analytics Readiness

Assess Your Integrated Product Economics Analytics Readiness

Assess Your Integrated Product Economics Analytics Readiness

Assess Your Integrated Product Economics Analytics Readiness

Assess Your Integrated Product Economics Analytics Readiness

Accelerate Your GenAI Readiness Today!