Power Apps AI Integration for Geoson Apps

by Michael Jun - Jan 8, 2026

At Geoson, we’re increasingly integrating AI into our daily Power Apps development to deliver smarter, more efficient applications. Within the Power Platform, AI capabilities generally fall into several key areas;

📄 Document Processing: Automated extraction and handling of complex documents.
✍️ Text Analysis: Understanding and deriving meaning from unstructured text.
🖼️ Image Recognition: Interpreting and extracting data from visual information.
📊 Structured Data Interpretation: Enhancing insights from existing business data.

We achieve efficiency by first leveraging Microsoft's prebuilt AI models for standardized, high-volume scenarios. This provides immediate value for common tasks like basic text recognition and general document data extraction.

However, to meet specific business process demands, we design and train custom AI models. This tailored development is essential for increasing accuracy in specialized, real-world data capture—for example, fine-tuning image-based data extraction to handle the unique layouts and fields found on specific vendor invoices or proprietary internal documents. By strategically combining these out-of-the-box and customized models, we streamline data workflows and significantly improve the precision of data capture within Power Apps. This dual approach allows us to build intelligent business applications that accurately reflect and automate complex, real-world operational requirements.