DataArc blends enterprise knowledge with synthetic data to deliver complete GenAI-ready technology stacks.
Delivering Reliable Generative AI for Complex, Regulated, and Multilingual Environments
DataArc is a technology company dedicated to building trusted, controllable, and production-ready AI infrastructure. We address the real-world challenges enterprises face when deploying AI — including data scarcity, data sensitivity, and fragmented knowledge assets. Our expertise is particularly strong in highly regulated industries and multilingual markets.
We structure enterprise intelligence through context graphs and strengthen model reasoning through synthetic data — transforming accumulated knowledge into decision-ready AI capabilities.
SynData Platform
SynData Platform generates domain-specific synthetic datasets that elevate smaller models to near teacher-level performance in vertical scenarios, breaking through the scale, cost, and regulatory limits of real-world data.
Living KB（Enterprise Knowledge Systems）
Living KB built an industry-grade AI knowledge system for a leading Hong Kong brokerage, improving accuracy, speed, and service efficiency through semantic search, graph reasoning, and visualized relationship mapping, while empowering agents to boost business and client conversions.
AI Coaching & Simulation
Our AI coaching platform turns enterprise knowledge into adaptive simulations and scenario-based assessments. Powered by synthetic data, it mitigates corpus scarcity and domain bias, ensuring stable deployment in employee training and frontline enablement.
Low-resource Language AI (Arabic & Thai)
DataArc delivers speech and language AI capabilities for low-resource languages, including Arabic and Thai ASR and TTS.
We open-source Syndata Toolkit and RAG-ARC to make synthetic data generation and graph-based enterprise retrieval lightweight and accessible, lowering experimentation barriers and enabling privacy-safe, controllable AI system design at scale.
Syndata Toolkit
An open-source toolkit for developers and enterprises to rapidly build controllable, privacy-preserving synthetic training data.
RAG-ARC
An open-source knowledge architecture designed for enterprise environments, supporting graph-based knowledge organization and extensible retrieval infrastructure.
DataArc has proven success across multiple core industries.
In-depth insights into leading enterprises' AI transformation practices and significant achievements.
Insurance — AI Knowledge & Service Platform
Built an industry-grade AI knowledge system for a leading Hong Kong brokerage, improving accuracy, speed, and service efficiency, while empowering agents to boost business and client conversions.
Manufacturing – R&D Knowledge Hub & Intelligent Training System
We built an R&D knowledge hub for a global manufacturing leader, enhancing knowledge retrieval and shifting from “point queries” to “networked understanding.” The system integrates technical resources, generating exercises and exams to accelerate skill and engineering development.
Cloud Services — Vertical Model Optimization
Customized industry-specific models for a major cloud provider, achieving an average 25% improvement in recall and accuracy through synthetic data and model optimization.
FAQs designed to provide the information you need.
Deep expertise in AI compliance and synthetic data innovation, delivering scalable data supply for the world’s most resource-constrained scenarios.