Question 948 of 1,020

AI-900 Practice Question: Describe Artificial Intelligence workloads and considerations

This AI-900 practice question tests your understanding of describe artificial intelligence workloads and considerations. Match the stated requirement to the specific cloud service, access model, or configuration option — many options are valid in isolation but not for this scenario. After answering, compare your reasoning against the explanation and wrong-answer breakdown below. Once you have made your selection, read the full explanation to reinforce the concept and understand why each distractor is designed to mislead on exam day.

What is 'image recognition for accessibility' and how does Microsoft's Seeing AI app use it?

Answer choices

Why each option matters

Answer the question above first, then reveal the full breakdown to understand why each option is right or wrong.

Correct answer & explanation

An app using Azure AI Vision to describe scenes, read text, and identify objects aloud for blind users

Option B is correct because Microsoft's Seeing AI app leverages Azure AI Vision (specifically the Computer Vision API) to perform real-time image recognition for accessibility. It describes scenes, reads text via optical character recognition (OCR), and identifies objects aloud, enabling blind or low-vision users to understand their surroundings through audio feedback.

Key principle: Answer the scenario, not the keyword: identify the specific constraint before choosing the most familiar-sounding option.

Answer analysis

Option-by-option breakdown

For each option: why learners choose it and why it is or isn't the right answer here.

  • A feature that makes AI models accessible to users without programming expertise

    Why it's wrong here

    No-code AI access is a developer democratisation feature — Seeing AI is a specific accessibility app for blind/low-vision users.

  • An app using Azure AI Vision to describe scenes, read text, and identify objects aloud for blind users

    Why this is correct

    Seeing AI applies computer vision APIs — scene description, OCR, face recognition — as accessibility tools for visual impairment.

    Related concept

    Read the scenario before looking for a memorised answer.

  • Accessibility compliance checking software that validates AI applications meet WCAG standards

    Why it's wrong here

    WCAG compliance tools check web accessibility standards — Seeing AI uses AI for direct assistive functionality.

  • Screen reader software that makes Azure portal accessible to keyboard-only users

    Why it's wrong here

    Screen readers are OS/browser accessibility tools — Seeing AI is a specific mobile AI application for visual assistance.

Common exam traps

Common exam trap: answer the scenario, not the keyword

The trap here is that candidates confuse 'accessibility' in the context of AI (making AI usable for people with disabilities) with 'accessibility' of AI tools themselves (e.g., no-code platforms), leading them to pick Option A.

Detailed technical explanation

How to think about this question

Under the hood, Seeing AI uses Azure Cognitive Services' Computer Vision API to perform tasks like object detection (via pre-trained deep learning models), optical character recognition (OCR) for text extraction, and scene description using image captioning models. A subtle behavior is that the app can also recognize currency denominations and barcodes, which requires fine-tuned classifiers beyond generic object detection. In a real-world scenario, a user points their phone at a restaurant menu; Seeing AI reads the text aloud, but if the menu has stylized fonts or glare, the OCR may struggle, highlighting the importance of preprocessing like contrast adjustment.

KKey Concepts to Remember

  • Read the scenario before looking for a memorised answer.
  • Find the constraint that changes the correct option.
  • Eliminate answers that are true in general but not in this case.

TExam Day Tips

  • Watch for words such as best, first, most likely and least administrative effort.
  • Review why wrong options are wrong, not only why the correct option is correct.

Key takeaway

Answer the scenario, not the keyword: identify the specific constraint before choosing the most familiar-sounding option.

Real-world example

How this comes up in practice

A media company stores terabytes of video archives that are accessed once a year for audit purposes. Moving these objects to a cold storage tier (Azure Archive, S3 Glacier, or Google Nearline) costs a fraction of hot storage. Questions like this test whether you understand storage tiers, access frequency tradeoffs, and retrieval latency requirements.

What to study next

Got this wrong? Here's your next step.

Identify which exam domain this question belongs to, review the core concept, then practise similar questions from the same domain.

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FAQ

Questions learners often ask

What does this AI-900 question test?

Describe Artificial Intelligence workloads and considerations — This question tests Describe Artificial Intelligence workloads and considerations — Read the scenario before looking for a memorised answer..

What is the correct answer to this question?

The correct answer is: An app using Azure AI Vision to describe scenes, read text, and identify objects aloud for blind users — Option B is correct because Microsoft's Seeing AI app leverages Azure AI Vision (specifically the Computer Vision API) to perform real-time image recognition for accessibility. It describes scenes, reads text via optical character recognition (OCR), and identifies objects aloud, enabling blind or low-vision users to understand their surroundings through audio feedback.

What should I do if I get this AI-900 question wrong?

Identify which exam domain this question belongs to, review the core concept, then practise similar questions from the same domain.

What is the key concept behind this question?

Read the scenario before looking for a memorised answer.

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Last reviewed: Jun 11, 2026

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This AI-900 practice question is part of Courseiva's free Microsoft certification practice question bank. Courseiva provides original exam-style practice questions with explanations, topic-based practice, mock exams, readiness tracking, and study analytics to help learners prepare for the AI-900 exam.