At Orion Data, we continue to explore practical, scalable applications of Microsoft Fabric and AI technologies to drive real business value. Our latest solution integrates Azure AI Document Intelligence with Microsoft Fabric Data Agents, transforming static documents into dynamic, data that can be queried — instantly accessible through natural language.
What We Built
We developed a streamlined pipeline that enables business users to interact with their document data using simple, conversational prompts:
Document Ingestion
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Azure AI Document Intelligence reads PDFs, forms, and other unstructured documents.
Data Structuring
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Extracted content is converted into structured tables and stored in Microsoft Fabric Lakehouse (OneLake).
Automated Processing
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Fabric Notebooks handle orchestration and automation of data workflows.
Conversational Access
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Fabric Data Agents enable real-time, natural language querying of the structured data.
From documents to insights — no coding, no complex queries. Just ask and get answers.
Under the Hood
- Azure AI Document Intelligence – Converts unstructured documents into structured datasets.
- Fabric Lakehouse (OneLake) – Serves as the central repository for processed data.
- Fabric Notebooks – Automate and orchestrate the end-to-end data flow.
- Fabric Data Agent – Enables natural language Q&A on top of your structured data.
Business Impact
This solution delivers immediate, measurable benefits:
- Eliminate manual data entry
- Make document data instantly searchable and usable
- Increase data accuracy and workflow efficiency
- Reduce paper usage and accelerate digital transformation
- Seamlessly integrate structured data into AI workflows, LLMs, and GenAI solutions
This is more than automation — it’s a gateway to AI-driven decision-making, powered by data that was once trapped in static formats.
Let’s Build Azure AI Document Intelligence Together
Interested in using AI to unlock value from your business documents?
We’d love to explore how this approach can work for you.
