AIRealize – an AI Business Assistant
AIRealize is a joint innovation by Tinhvan Software and Arise Innovation, designed to revolutionize how businesses interact with structured and unstructured data. Built as an AI assistant platform, AIRealize enables users to explore both private and public company data through natural language queries powered by ChatGPT. Deployed on Microsoft Azure, the platform offers a secure, scalable, and cost-efficient solution for enterprise-level search, data analysis, and decision-making.
Client Need
The client required a solution that would allow end-users—without technical expertise—to query and analyze business-related data through natural language conversation. This included searching company profiles, retrieving business insights, and performing high-level analysis based on internal and external data sources.
Challenge
Traditional keyword-based search systems lacked the intelligence and flexibility to interpret complex user intent or synthesize multiple data sources. Key challenges included:
Enabling accurate hybrid search across public and private datasets
Generating context-aware responses with business insight
Ensuring secure handling of sensitive, internal business data
Delivering the product quickly and cost-effectively with limited resources
Tech Stack
Languages & Frameworks: Python
AI Model: ChatGPT (OpenAI)
Cloud Platform: Microsoft Azure (App Service, Azure AI Search, Cosmos DB, Azure Functions)
Architecture: API-driven microservices with secure user authentication
Team Structure
Offshore development team: 3–5 engineers
Project duration: 12 months+
Agile development with regular product increments and customer feedback loops
Our Solution
Tinhvan Software and Arise Innovation co-developed AIRealize, a AI platform that:
Allows users to search company data via natural language
Supports structured business queries like company lookups, industry analysis, and risk identification
Applies anomaly detection and keyword expansion to enhance search relevance
Integrates hybrid search combining Azure full-text and vector search
Trains ChatGPT prompts for domain-specific, accurate answers
The solution required only clean, structured company data as input—no need for labeled datasets—drastically speeding up development time.
Case studies
Intelligent Document Processing with AI Agent and OCR on Azure
Tinhvan Software built an Azure-based AI Agent and OCR tool to automate document search and image text extraction, enabling fast, secure, and structured data access. We developed an intelligent AI Agent and OCR pipeline to help enterprises query internal documents using natural language and extract structured data from image files. Built on Azure with infrastructure-as-code, the solution improves knowledge access, streamlines document processing, and enhances efficiency through secure, scalable cloud-native architecture.
Machine Learning System for Geophysical Reservoir Property Prediction (Phase 2)
Tinhvan Software built a machine learning platform to help geologists automate reservoir property analysis. The solution uses boosting models, domain-specific preprocessing, and interactive visualizations—empowering experts to interpret large-scale geophysical data faster and more accurately, with minimal technical overhead.
Petrology Prediction Model – AI for Geoscience (Phase 1)
Petrology Prediction Model, developed by Tinhvan Software for the Vietnam Petroleum Institute, applies machine learning to well log and core sample data, enabling accurate geological insights while reducing reliance on costly manual sampling and accelerating model testing in real-world exploration.