Use Case Discovery & Validation

Identify opportunities that deliver measurable value.

Unlock real business value from AI by identifying and prioritizing use cases that matter. With Xebia's expert-led workshops, strategic validation, and pilot testing, you can turn ideas into valuable and impactful use cases. We help you in aligning your AI initiatives with business objectives, ensuring they deliver measurable results for your organization.

Xebia helps you discover, prioritize and validate the most impactful AI use cases for your business. We combine deep expertise in Data and AI with a strategic approach to identify opportunities that deliver measurable value. From ideation to validation, we ensure every use case is feasible, impactful, and aligned with your goals. Let’s transform your ideas into real-world results.

Our Expertise

What We Do

AI Leadership Consulting

Scaling AI initiatives takes more than ambition — it demands experienced leadership. Whether you're bridging a leadership gap or accelerating AI adoption, our interim AI directors and managers provide immediate impact.

AI at Scale

Operationalize AI across departments with governance, automation, and integration that supports growth and flexibility.

AI Governance

Discover effective AI Governance solutions that empower organizations to manage risks while maximizing the value of AI initiatives.

Roadmap and Blueprints

Empower leadership with insights and strategies to drive AI transformation.

AI Maturity Assessment

Unlock your organization's full AI potential with Xebia’s AI Maturity Assessment.

Our Approach

Identify and Discover Use Cases

Brainstorm about potential use cases that address specific business challenges or opportunities through inspiring and engaging workshops.

Refine and Prioritize Use Cases

Evaluate the discovered use cases based on feasibility, alignment with business objectives, and potential impact. Rank them to identify high-priority projects.

Validate Business Value

Develop a business case and conduct a pilot for the top-priority use cases to evaluate their effectiveness and ROI. Collect feedback to enhance the approach and make informed decisions on full-scale implementation.

Key Benefits

Enhanced Decision-Making

Systematic use case validation leads to informed, data-driven decisions that align with business objectives.

Optimized Resource Allocation

Prioritizing high-impact projects ensures efficient use of resources and focuses efforts on initiatives that matter most.

Increased ROI

Validating use cases ensures AI investments deliver measurable business value, maximize returns, and support strategic goals.

Our Work

Client Stories

How Kramp’s Data Strategy leads to ROI in the first year

Agricultural wholesaler Kramp defines its 3-year data strategy and selects and implements a first AI use case, resulting in an estimated cost saving of 8 million Euros in the first year.