Ship High-Performing GenAI Solutions, Faster...
Optimize & Evolve Your GenAI Solutions
Workshop
Turn early GenAI wins into a measurable, scalable, continuously improving product advantage.
A practical, executive-friendly workshop designed for organizations that have already shipped (or are actively scaling) GenAI solutions—and now need a structured, data-driven way to improve quality, adoption, economics, and roadmap decisions over time. Using your real evaluation and product signals, we help your teams identify what’s limiting outcomes, benchmark maturity, and build an actionable plan to optimize and evolve your GenAI solutions with confidence.
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The Challenge
Many organizations can launch GenAI features, but struggle to improve them systematically once they’re in-market. Common challenges include:
- Evaluation data exists—but isn’t decision-grade. Teams have scattered metrics, inconsistent rubrics, and limited visibility into what’s driving regressions or improvements.
- Customer value signals are incomplete. Usage, feedback, and qualitative insights are not consistently translated into product changes and measurable outcomes.
- Adoption enablement is under-instrumented. Leaders can’t clearly see what’s blocking adoption (trust, workflow fit, training, change management, governance).
- Product economics are unclear or volatile. Cost-to-serve, margin impact, and ROI assumptions shift as usage scales—making prioritization and investment decisions harder.
- Roadmaps aren’t driven by evidence. Teams default to feature requests or model upgrades rather than a disciplined prioritization approach grounded in outcome data.
To move from “launched” to “durably valuable,” product teams need an integrated way to interpret the data, diagnose maturity gaps, and convert insights into a clear optimization roadmap.
Our Solution
Optimize & Evolve Your GenAI Solutions provides a structured approach to assess where you are today, what’s limiting outcomes, and exactly how to accelerate improvement—across quality, adoption, and business impact.
The integrated solution includes:
- A Detailed Optimizing & Evolving Your GenAI Solutions Assessment – A structured diagnostic that scores your readiness against clear maturity levels and an industry benchmark.
- Actionable Acceleration Guides & Recommendations – Practical, maturity‑specific guidance, with links to targeted resources to accelerate your GenAI readiness.
- Applied Coaching – Targeted coaching to embed data-driven product prioritization and roadmap development across your GenAI product teams.
Area of Focus
This workshop and assessment emphasize the signals that most directly determine whether GenAI solutions improve over time:
- Analyzing Your Evaluation Data
- Assessing Key Customer Data
- Assessing Your Adoption Enablement Data
- Assessing Your Product Economics Data
- Producing Data-Driven GenAI Product Roadmaps
Participants Will
- By the end of the workshop, leaders and product teams will be positioned to make clearer, faster, and more defensible decisions about how to evolve their GenAI products:
- Establish a shared, practical model for what “good” looks like in GenAI optimization and continuous improvement.
- Understand how to turn evaluation results into prioritized actions (not just dashboards)—including what to fix, what to tune, and what to retire.
- Identify the highest-leverage customer and adoption signals that should shape roadmap decisions and iteration cycles.
- Clarify the unit economics and cost drivers of GenAI solutions and how to factor them into product trade-offs.
- Leave with a data-driven GenAI product roadmap approach that improves prioritization, sequencing, and stakeholder alignment.
- Walk away with actionable recommendations tailored to your maturity level—plus targeted resources to accelerate execution.
Who Should Attend:
Product ManagersAI EngineerAI & Analytics LeadersData LeadersTechnology & Ops LeadersML EngineersProject LeadersProgram LeadersLegal & Compliance Leaders
Solution Essentials
Format
Virtual or in-person
Duration
2 hours (typical; can be adapted based on desired depth)
Skill Level
Intermediate to Advanced
Tools