AI-powered document intelligence for small businesses
An AI-powered document search and management system for small businesses, leveraging LLM and embedding technologies.
Powering Real-World Operations
Leading organizations across industries rely on Onsiteworks to power their real-world operations.
The KICT RAG system is an AI search platform for construction technology reports. It improves accuracy by 50-100 times with hybrid search (semantic + keyword) and multi-query technology, and optimizes technical term search with synonym expansion. It supports LLM-based answer quality automatic evaluation, multimodal image search, Docker-based deployment, and provides systematic error handling and report management features.
The mobile app for the Environmental Measurement and Analysis Information Management System is centered on GPS-based vehicle operation log automation. When written on mobile, real-time location information and movement routes are automatically tracked and recorded, ensuring high reliability compared to PC writing. It is a specialized environmental measurement solution that maximizes work efficiency with route map confirmation and batch signature function for technical responsibility.
Construction Site Smart Attendance Management Solution is a face authentication and RFID-based system for worker access management at construction sites. It instantly verifies worker identity with face authentication and RFID, and automatically registers site access records. It transmits data securely with security authentication and allows easy integration with external systems. It is an integrated platform that solves both digital attendance management and safety management at construction sites.
Among the construction site smart safety management solutions, TBM (Tool Box Meeting) is a pre-work safety education management function that supports participant signatures, photo taking, and safety checklist. Safety Guard provides safety education content playback and safety ring linkage function, and immediate risk situation notification through real-time alerts. Background continuous monitoring protects worker safety 24 hours a day.
Secure Access Control, Delivered
AI-powered face recognition system for construction site access management with real-time detection and liveness verification.
Real-time Face Detection
Real-time face detection with Cloud ML Kit and liveness verification through natural eye blinking detection.
AI Recognition Matching
Accurate face matching powered by Cloud Recognition with automatic indexing and secure Cloud storage.
Access Analytics
Comprehensive access logs with daily, period-based, and annual statistics through intuitive dashboard.
Relevance, Delivered
Advanced retrieval capabilities for precise search across dynamic datasets with multimodal RAG and hybrid search technology.
Document Upload
Upload PDF, images, and documents to AWS S3 with automatic indexing for instant search.
Multimodal RAG
Process text and images together with multimodal embeddings for comprehensive search.
Hybrid Search
Combine semantic and keyword search with sparse-dense vectors for optimal results.
Vector Embeddings
Store and search with Pinecone vector database for fast similarity matching.
Multi-Query Expansion
Enhance search accuracy with query rewriting and multiple perspective retrieval.
LLM Integration
Generate answers with Upstage AI using retrieved documents for context-aware responses.
Background Processing
Async document processing with Celery workers for efficient large-scale operations.
Category Management
Organize documents by categories with hierarchical structure and role-based access control.
Built on Proven Technologies
Enterprise-grade solutions powered by industry-leading platforms and frameworks for reliability, scalability, and performance.
Mobile-First Experience
Cross-platform mobile applications built with Flutter for seamless face recognition and access control on the go.
Native Performance
Built with Flutter for iOS and Android platforms, delivering smooth 60fps animations and instant camera response for real-time face detection.
Liveness Detection
Advanced liveness verification through natural eye blinking detection with Cloud ML Kit and secure biometric authentication.
Offline Ready
Secure token storage with Flutter Secure Storage and offline capability for uninterrupted worker access management.