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Power Platform AI Builder

#Martin Muchuki Jan 24th 2024
Read Aloud 7 Views

Organizations are constantly looking for ways to work smarter, faster, and more efficiently. Enter AI Builder, Microsoft Power Platform’s low-code solution that brings the power of artificial intelligence (AI) to everyone. AI Builder enables you to create intelligent solutions that streamline processes, enhance decision-making, and improve overall productivity.

Let’s deep dive into what makes AI Builder a game-changer for modern businesses.

What is AI Builder?

AI Builder is a feature of the Microsoft Power Platform that provides easy-to-use AI capabilities directly integrated into Power Apps, Power Automate, and Power BI. It democratizes AI by enabling users to create and train AI models without writing a single line of code.

With prebuilt AI models and customizable options, AI Builder empowers organizations to:

  • Automate repetitive tasks.
  • Extract valuable insights from unstructured data.
  • Make data-driven predictions.
  • Improve customer experiences.

Key Features of AI Builder

  1. Prebuilt AI Models AI Builder comes with ready-to-use models that are designed for common business needs, such as:
    • Text Recognition (OCR): Extracts text from images or scanned documents.
    • Business Card Reader: Captures contact information from business cards.
    • Sentiment Analysis: Identifies the tone (positive, neutral, or negative) of text data.
    • Category Classification: Sorts text data into predefined categories.
  2. Custom AI Models For unique business requirements, AI Builder enables users to train custom AI models using their own data. Some of the most popular custom models include:
    • Form Processing: Extracts data from structured or semi-structured documents like invoices, purchase orders, and receipts.
    • Object Detection: Identifies and labels objects in images.
    • Prediction Models: Provides insights into future outcomes, such as lead conversion or sales forecasts.
  3. Seamless Integration AI Builder is designed to work seamlessly across the Power Platform. For example:
    • Use a trained AI model in Power Apps to enhance app functionality.
    • Automate workflows in Power Automate by incorporating AI-powered decisions.
    • Visualize AI insights directly in Power BI dashboards.
  4. Low-Code Accessibility No coding is required to leverage AI Builder. Its intuitive interface allows users to drag and drop components, train models, and deploy them into apps or workflows with minimal effort.
  5. Real-Time Insights AI Builder offers real-time analysis and predictions, enabling businesses to act on insights immediately.

How AI Builder Works

Using AI Builder typically involves four simple steps:

  1. Select a Model Choose from prebuilt models or create a custom model based on your specific needs.
  2. Train Your Model For custom models, upload your data (e.g., images, text, or structured data) and label it as needed. AI Builder uses this data to learn and improve accuracy.
  3. Integrate the Model Deploy the model into Power Apps or Power Automate workflows. For example, use a form-processing model to automatically extract data from uploaded documents.
  4. Monitor and Improve Analyze your model’s performance using built-in analytics and refine it by adding more data or adjusting settings.

Use Cases for AI Builder

AI Builder is versatile and can be applied across various industries and business scenarios.

1. Invoice Automation

Manually processing invoices is time-consuming and error-prone. With AI Builder’s form-processing model, businesses can automate the extraction of key fields (e.g., invoice numbers, due dates, and totals) and integrate the data directly into their ERP systems.

2. Customer Feedback Analysis

Understanding customer sentiment is crucial for improving services. AI Builder’s sentiment analysis model can process customer feedback, categorize responses, and highlight areas needing attention.

3. Inventory Management

AI Builder’s object detection model can identify inventory levels from warehouse images, helping businesses track stock in real time.

4. Lead Scoring for Sales Teams

Using prediction models, sales teams can prioritize leads by identifying which prospects are most likely to convert, optimizing their efforts for maximum impact.

5. Document Processing for HR

HR teams can use AI Builder to extract and process data from resumes or employee onboarding forms, reducing administrative overhead and speeding up hiring processes.

Benefits of Using AI Builder

  1. Efficiency: Automates repetitive and manual tasks, saving time and reducing human error.
  2. Accessibility: Makes AI accessible to all employees, not just data scientists or developers.
  3. Customization: Allows businesses to create AI solutions tailored to their unique needs.
  4. Cost-Effective: Reduces reliance on expensive third-party AI solutions by providing a built-in alternative.
  5. Integration: Works seamlessly with Microsoft 365, Dynamics 365, and other Power Platform tools.

Getting Started with AI Builder

If you’re ready to unlock the potential of AI for your business, here’s how you can get started with AI Builder:

  1. Explore Prebuilt Models: Test out some of the ready-to-use models to understand their capabilities.
  2. Create a Custom Model: Identify a specific business challenge and train a custom AI model to address it.
  3. Integrate into Your Workflows: Use Power Apps or Power Automate to deploy your AI models.
  4. Leverage Microsoft Learn: Use Microsoft’s training resources to deepen your knowledge of AI Builder and its applications.

 


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