AI Use Case Assessment Service

Turn AI ideas into measurable business value

Artificial Intelligence offers enormous potential. Yet without clearly defined use cases, governance, and technical alignment, AI initiatives often stall or fail to deliver tangible results. Many organizations experiment with AI but struggle to translate ambition into structured execution.

The ITQ AI Use Case Assessment Service helps organizations identify, prioritize, and validate AI use cases that are business relevant, technically feasible, and aligned with security, compliance, and long term scalability requirements.

Using ITQ’s proven frameworks and structured assessment approach, we provide clarity on where AI creates the most value and how to move from ideas to execution with confidence.

Requesting an assessment

The challenge

Organizations face growing pressure to adopt AI quickly. However, they often encounter unclear use cases, misalignment between business and technology, concerns around data privacy and sovereignty, and uncertainty about skills and operating models.

Without a structured prioritization and validation process, AI becomes experimentation instead of transformation, consuming resources without delivering measurable ROI.

How this assessment helps

The AI Use Case Assessment is a focused multi day engagement that combines stakeholder workshops, technical analysis, and ITQ’s Novius Framework to identify high impact AI opportunities.

In a structured timeframe, we deliver clarity on:

Business drivers and AI ambitions

High value internal and customer facing AI use cases

Technical and organizational readiness

A prioritized roadmap from use case to MVP

Key benefits

Stakeholder and business alignment

We conduct interactive workshops with executives and domain experts to define business drivers, identify pain points, and align on ambition and success criteria.

Use case discovery and definition

We structure AI opportunities across internal operations, customer facing services, and data driven decision support. Each use case is clearly defined with business objectives, required data, expected outcomes, and measurable success criteria.

Technical and data readiness

We assess data availability and quality, integration requirements, infrastructure implications, and security and compliance constraints.

Prioritization and feasibility analysis

Use cases are ranked based on business value, technical complexity, compliance impact, and organizational readiness.

Roadmap and recommendations

We define MVP candidates, outline architectural direction, and provide skills and operating model recommendations to accelerate execution.

What the assessment includes

The engagement includes business and executive alignment workshops, AI use case discovery sessions, data and application landscape analysis, security and governance considerations, a prioritized use case matrix, and a final assessment report with clear recommendations.

Deliverables

At the end of the engagement, you receive a comprehensive AI Use Case Assessment report, including a prioritized use case portfolio, clearly defined MVP candidates, a high level roadmap, and concrete next step recommendations such as PoC development, platform design, or implementation.

What’s Next?

The AI Use Case Assessment is typically the first structured step in a broader AI journey. Based on the outcomes, ITQ can support you with AI proof of concept initiatives, AI platform design and deployment, maturity assessments, and managed AI and platform services.

Get in touch with us

Let's talk!

Knowledge is key for our existence. This knowledge we use for disruptive innovation and changing organizations. Are you ready for change?

"*" indicates required fields

First name*

Last name*

Company name

Phone number*

Email address*

How can we help you?

This field is hidden when viewing the form

Country

Captcha