Microsoft AI-102 real exam prep : Designing and Implementing a Microsoft Azure AI Solution

  • Exam Code: AI-102
  • Exam Name: Designing and Implementing a Microsoft Azure AI Solution
  • Updated: Aug 14, 2026
  • Q&As: 425 Questions and Answers

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Topics of AI-102: Designing and Implementing an Azure AI Solution Exam

Candidates should apprehend the examination topics before they begin of preparation. because it'll extremely facilitate them in touch the core. Our AI-102 exam dumps will include the following topics:

1. Analyze solution requirements (25-30%)

Recommend Cognitive Services APIs to meet business requirements

  • Select the processing architecture for a solution
  • Identify components and technologies required to connect service endpoints
  • Select the appropriate data processing technologies
  • Identify automation requirements
  • Select the appropriate AI models and services

Map security requirements to tools, technologies, and processes

  • Identify processes and regulations needed to conform with data privacy, protection, and regulatory requirements
  • Identify which users and groups have access to information and interfaces
  • Identify appropriate tools for a solution
  • Identify auditing requirements

Select the software, services, and storage required to support a solution

  • Identify integration points with other Microsoft services
  • Identify appropriate services and tools for a solution
  • Identify storage required to store logging, bot state data, and Cognitive Services output

2. Design AI solutions (40-45%)

Design solutions that include one or more pipelines

  • Select an AI solution that meet cost constraints
  • Define an AI application workflow process
  • Design a strategy for ingest and egress data
  • Design pipelines that call Azure Machine Learning models
  • Design pipelines that use AI apps
  • Design the integration point between multiple workflows and pipelines

Design solutions that uses Cognitive Services

  • Design solutions that use vision, speech, language, knowledge, search, and anomaly detection APIs

Design solutions that implement the Bot Framework

  • Design bot services that use Language Understanding (LUIS)
  • Integrate bots and AI solutions
  • Integrate bots with Azure app services and Azure Application Insights
  • Design bots that integrate with channels

Design the compute infrastructure to support a solution

  • Select a compute solution that meets cost constraints
  • Identify whether to use a cloud-based, on-premises, or hybrid compute infrastructure
  • Identify whether to create a GPU, FPGA, or CPU-based solution

Design for data governance, compliance, integrity, and security

  • Ensure that data adheres to compliance requirements defined by your organization
  • Define how users and applications will authenticate to AI services
  • Ensure appropriate governance of data
  • Design a content moderation strategy for data usage within an AI solution
  • Design strategies to ensure that the solution meets data privacy regulations and industry standards

3. Implement and monitor AI solutions (25-30%)

Implement an AI workflow

  • Develop AI pipelines
  • Implement data logging processes
  • Create solution endpoints
  • Define and construct interfaces for custom AI services
  • Manage the flow of data through the solution components
  • Develop streaming solutions

Integrate AI services with solution components

  • Configure prerequisite components and input datasets to allow the consumption of Cognitive Services APIs
  • Implement Azure Search in a solution
  • Configure prerequisite components to allow connectivity to the Bot Framework
  • Configure integration with Cognitive Services

Monitor and evaluate the AI environment

  • Maintain an AI solution for continuous improvement
  • Identify the differences between expected and actual workflow throughput
  • Recommend changes to an AI solution based on performance data
  • Identify the differences between KPIs, reported metrics, and root causes of the differences
  • Monitor AI components for availability

Exam Details

Speaking of the exam details, the test will contain from 40 to 60 questions of various types which you need to complete within 100 or 120 minutes (depends on the inclusion of labs). To pass the exam you need to schedule the test on the PearsonVUE platform, pay an exam fee which is currently $165, and score at least 700 points or more out of 1000. And, of course, the knowledge of exam topics is a must.

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AI-102 exam dumps

How much AI-102: Designing and Implementing an Azure AI Solution Exam Cost

The price of the Microsoft Mobility and Devices Fundamentals exam is $165 USD, for more information related to exam price please visit to Microsoft Training website as prices of Microsoft exams fees get varied country wise.

Reference: https://docs.microsoft.com/en-us/learn/certifications/exams/ai-102

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Microsoft AI-102 Exam Syllabus Topics:

SectionWeightObjectives
Implement natural language processing solutions15-20%- Perform text analysis, sentiment detection, and language detection
- Build conversational AI and chatbots
- Customize and deploy NLP models
- Implement translation and summarization
Implement computer vision solutions10-15%- Process and index video content
- Integrate vision capabilities into applications
- Extract text and handwriting from images
- Build and deploy custom vision models
- Analyze images and detect objects/features
Plan and manage an Azure AI solution20-25%- Select suitable AI models
- Plan solutions aligned with responsible AI principles
- Monitor, optimize, and secure AI solutions
- Choose services for generative AI, computer vision, NLP, speech, information extraction, knowledge mining
- Select appropriate Microsoft Foundry Services
- Create and configure Azure AI resources
Implement generative AI solutions15-20%- Implement model monitoring and feedback
- Apply prompt engineering and fine-tuning
- Integrate Azure OpenAI and other generative models
- Orchestrate multiple models and containers
- Deploy and manage generative models
Implement knowledge mining and information extraction solutions15-20%- Build knowledge bases and search indexes
- Ingest and process structured/unstructured data
- Implement intelligent search and retrieval
- Extract entities, relationships, and key phrases
Implement an agentic solution5-10%- Develop multi-agent workflows and orchestration
- Test, deploy, and optimize agents
- Understand agent use cases and types
- Build agents with Microsoft Foundry Agent Service

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