Azure AI Document Intelligence (AIAZURE)

Microsoft, Azure

This course focuses on practical use of Azure AI Document Intelligence to extract structured data from unstructured documents such as invoices, forms, contracts, receipts and business cards. Participants learn solution architecture, integration and data protection.

The training covers using prebuilt and custom models, hands-on steps for building, labeling and testing models, deployment patterns and integration with Power Automate, Logic Apps and Power BI. It also addresses security and cost optimization for production.

THIS TRAINING COURSE WILL HELP YOU:

  • Understand Azure AI services for document processing
  • Use prebuilt models (invoices, IDs, receipts, business cards)
  • Train and test custom models for specific document types
  • Deploy solutions with Power Automate, Logic Apps or Power BI
  • Implement security: RBAC, encryption, private endpoints, GDPR

WHO SHOULD ATTEND?

  • IT specialists and developers working with documents and AI
  • Architects and consultants implementing cloud solutions
  • Data analysts and BI specialists

COURSE LOCATION AND AVAILABLE DATES



Need this course in English?

Public courses are usually delivered in Czech, but this course is also available in English. We can arrange private training for your team online, at your premises or in our classrooms, and tailor the content to your needs.

For groups of around 4 or more participants, private training can already be comparable in price to booking individual places on a public course. Send us your requirements and we’ll recommend the best format and provide an exact quote.

Request training in English

Course content:

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  • Introduction to Azure AI Document Intelligence
    1. Overview of Microsoft Azure AI services for document processing
    2. Difference between Document Intelligence (Form Recognizer) and other AI services
    3. Typical scenarios: invoices, forms, contracts, IDs, business cards, custom documents
    4. Basic service architecture, SLA and regional availability
  • Azure AI and cloud fundamentals
    1. IaaS vs. PaaS vs. SaaS in the Document Intelligence context
    2. Azure hierarchy: Tenant, Subscription, Resource Group, Resource
    3. Access control: Microsoft Entra ID and RBAC roles for AI services
    4. Overview of APIs, SDKs and Azure AI Studio
  • Hands-on demo: first AI model without code
    1. Create an Azure AI Document Intelligence resource in the portal
    2. Use the prebuilt Read model to extract text from PDFs and images
    3. Export results to JSON and inspect data structure
  • Prebuilt Document Intelligence models
    1. Read, Layout and General Document models (when to use each)
    2. Specialized prebuilt models: invoices, receipts, identity, business cards
    3. Limits and accuracy (how to interpret confidence scores)
    4. Pricing and API call costs
  • Practical demo: processing invoices
    1. Upload a set of invoices (PDF/JPG)
    2. Use the prebuilt invoice model
    3. Extract fields (vendor, customer, amount, due date)
    4. Export data to Excel/CSV and to Azure SQL
  • Custom models for specific documents
    1. When prebuilt models are insufficient
    2. Structured vs. unstructured documents
    3. Preparing a training dataset (minimum samples, scan quality)
    4. Labeling documents in Azure AI Document Intelligence Studio
  • Hands-on demo: create and train a custom model
    1. Import a custom document set
    2. Manually tag fields and zones in AI Studio
    3. Run training
    4. Test the model and compare with prebuilt models
  • Integration into applications and workflows
    1. Access via REST API and SDKs (C#, Python, JavaScript)
    2. Connect to Power Automate / Logic Apps for automation
    3. Direct integration with SharePoint, Dynamics 365 and ERP systems
    4. Export results to BI tools (Power BI)
  • Security, operations and cost management
    1. RBAC for Document Intelligence
    2. Data protection: encryption, private endpoints, GDPR considerations
    3. Monitoring usage (Azure Monitor, Log Analytics)
    4. Cost optimization: batch processing and result caching
  • Final workshop
    1. Automated processing of incoming PDF invoices from Azure Storage
    2. Trigger AI extraction using a Logic App
    3. Store results in SQL database and send notification emails
    4. Short participant presentations of their solutions
Prerequisites:
Basic familiarity with Azure and APIs or development is recommended.
Schedule:
2 days (9:00-17:00)

Training and learning environment

IT classroom with desks, computer monitors, and a projection screen at the front.
What does the environment for in-person IT courses look like?We hold training courses in our own classrooms equipped with modern computer equipment for each participant and a large projection screen. Each workstation is fitted with a powerful computer for seamless practical exercises, and the environment supports a calm, friendly atmosphere during training.
IT classroom with desks, computer monitors, and a projection screen at the front.
Do I need to bring my own laptop to the classroom IT course?Our training rooms are fully equipped, so you do not need to bring your own laptop. A modern computer with all necessary hardware and software is ready for you at your workstation.
Sample ICT Pro certificate of successful completion of an IT training course.
Will you receive an official certificate after completing an IT course?Yes, upon successful completion of the training course, you will receive an official ICT Pro certificate confirming your participation and acquired technical skills. You can use it to verify your qualifications or add it to your professional profile.
Exterior view of the COMGUARD office building on Sochorova Street in Brno.
Where can you find our training center in Brno?The premises of the ICT Pro training center are located on the 1st floor of the COMGUARD building at Sochorova 38 in Brno. Positioned on the border of Žabovřesky and Komín, the location is easily accessible by both car and public transport.
Exterior view of the Opatov Park office building in Prague, Chodov.
Where can you find our training center in Prague?The premises of the ICT Pro training center are located on the 1st floor of the Opatov Park building at Líbalova 1, Prague 11 – Chodov. The location provides a comfortable environment for your education with convenient access.
Fully equipped kitchenette with a coffee machine, microwave, sink, and shelves with cups and glasses.
What facilities and refreshments are available to you during training breaks?Our training centers feature a fully equipped kitchenette for a comfortable break during your courses. The facilities include a coffee machine, microwave, kettle, and a wide selection of drinks and snacks.
Coffee station featuring an automatic coffee machine, yellow and white cups, glasses, and syrups.
What beverage refreshments are available during your course?A beverage station with a coffee machine, teas, syrups, and water is at your disposal throughout the entire training session. You can enjoy a coffee or another drink of your choice anytime during breaks.
Table with sweet pastries, fruit syrups, a water dispenser, and glasses set up for training participants.
What light refreshments are provided for you during the courses?During course breaks, participants can enjoy light sweet snacks, pastries, and fruit syrups to mix their own drinks. Fresh water dispenser and plates are also available for your convenience.
Wicker baskets filled with packaged savory snacks, sweet biscuits, and snack bars.
Should I bring my own snacks to ICT Pro training?There is no need to. A wide selection of savory snacks, sweet biscuits, and snack bars is available for you during breaks. Boost your energy for all-day focus right inside the training center premises.
Outdoor wooden terrace with green surroundings by the glass building of the training center.
Can you spend training breaks in the fresh air?Yes, an outdoor terrace is available at our training center. During breaks between learning sessions, you can relax in the fresh air in a pleasant green environment.
Spacious outdoor wooden terrace with seating and views of the surrounding area.
Where can you relax during course breaks?Our training center features a spacious outdoor terrace with seating options. During breaks between learning sessions, you can step outside to relax and recharge in the fresh air.