AgentSearch

AgentSearch is an advanced AI-powered solution designed to revolutionize document processing and enterprise search capabilities. Built natively on Microsoft Azure, it transforms unstructured content—such as HR policies, SOPs, legal manuals, and compliance guides—into smart, connected knowledge graphs for instant, explainable insights.
This platform is ideal for HR teams, compliance departments, and legal professionals who need efficient tools for managing and querying complex documents. By enabling semantic search, natural language querying, and retrieval-augmented generation (RAG), AgentSearch addresses the pain points of manual document lookup and ensures high accuracy in enterprise queries.
AgentSearch automates entity extraction, relationship mapping, and metadata enrichment, providing context-aware responses with graph-based reasoning. It integrates seamlessly with SharePoint, OneDrive, and Azure Blob Storage, ensuring real-time ingestion and enterprise-grade security. Industries such as healthcare, financial services, education, and manufacturing benefit from faster decision-making and improved knowledge discovery, making AgentSearch a transformative tool for operational intelligence and compliance readiness.

Key Benefits

Smarter Search: Semantic search and Q&A over complex documents with high accuracy.
AI Automation: Automates entity extraction, relationship mapping, and metadata enrichment.
Context-Aware Responses: Retrieval-augmented generation (RAG) with graph-based reasoning ensures precise, explainable results.
Seamless Integration: Works with SharePoint, OneDrive, and Azure Blob Storage for real-time ingestion.
Enterprise-Grade Security: Secure access via Microsoft Entra ID and Azure VNet, with full governance and compliance.

How It Works

AgentSearch ingests unstructured documents into Azure Blob Storage and builds connected knowledge graphs using Cosmos DB (Gremlin API). It applies Azure AI Search and Azure OpenAI for entity extraction, semantic indexing, and reasoning.

Users can query documents in plain language, with responses grounded in RAG and fully traceable to original sources. Azure Monitor and Power BI provide real-time observability and reporting.

Business Impact

Efficiency Gains: Up to 90% reduction in manual lookup effort.
Accuracy: Over 94% precision in policy, compliance, and audit queries.
Scalable Architecture: Serverless, Azure-native design ensures performance at enterprise scale.
Productivity Boost: Faster onboarding, compliance readiness, and operational intelligence.

Ideal for

HR Teams → Managing onboarding and policy documents.
Compliance Teams → Handling audits and regulatory queries.
Legal Departments → Interpreting internal regulations.

Industries: Healthcare, Financial Services, Education, and Manufacturing benefit from faster decision-making and improved knowledge discovery.

Agent SearchXenonStack

Agent Search

XenonStack

Agent Search

XenonStack

Agent Search
XenonStack