HechuangDataLink is a startup team focused on AI, Big Data and IoT. We believe real technology earns its value on the industry floor — translating cutting-edge AI into solutions that teams can actually put to work.
Trusted by Leading Enterprises
Leading enterprises from smart manufacturing, fintech, smart cities and more rely on HechuangDataLink technology services
From foundational algorithms to top-level applications — building full-stack intelligent capabilities
Leveraging deep learning, NLP, computer vision, and reinforcement learning, we deliver end-to-end AI capabilities from algorithm R&D → model training → MLOps deployment → continuous optimization. With deep expertise in smart manufacturing QC, financial risk control, medical imaging diagnostics, and retail recommendation systems, we have delivered 50+ AI deployment projects achieving up to 300% improvement in model inference efficiency.
Built on a Lakehouse architecture integrating Flink real-time streaming and Spark batch processing, our platform supports PB-scale data collection, cleansing, storage, and multi-dimensional analytics. Our proprietary data governance platform provides data lineage tracking, quality monitoring, and asset cataloging — empowering enterprises to derive precise business insights and drive data-informed operational decisions.
Our end-to-end IoT solution spans device-edge-cloud architecture, supporting multi-protocol device access (MQTT/CoAP/HTTP) and processing 1B+ daily device messages. Integrating digital twins, edge intelligence, and predictive maintenance, our solutions are deployed across smart factories, intelligent buildings, and smart agriculture — enabling full-lifecycle device management and significant operational efficiency gains.
We provide full-cycle services for heterogeneous system integration in large enterprises — from architecture consulting and middleware selection to unified deployment. Breaking down silos across ERP, CRM, MES, and OA systems, we build unified data platforms and API gateways, enabling cross-system collaboration, SSO, and end-to-end monitoring to unlock the full potential of enterprise digital synergy.
Based on Kubernetes container orchestration and Istio service mesh, we deliver full-stack cloud-native services including application containerization, microservices architecture design, CI/CD pipelines, and GitOps operations. Supporting multi-cloud and hybrid-cloud deployments (AWS, Azure, Alibaba Cloud, Tencent Cloud), our solutions ensure elastic scaling, canary releases, and automated fault recovery — dramatically reducing operational costs.
We build a full-cycle data security framework covering prevention → monitoring → audit. Core capabilities include TLS/SSL transmission encryption, AES-256 storage encryption, dynamic data masking, fine-grained access control (RBAC/ABAC), database auditing, and DLP data leak prevention. Fully compliant with China Classified Protection 2.0 (MLPS 2.0) and GDPR requirements, safeguarding your most critical data assets.
Full-stack technical services covering AI, big data, IoT, and software development
From requirements analysis, data labeling, and model training to system deployment and MLOps operations, we deliver full-cycle AI implementation for smart manufacturing, fintech, and smart healthcare. Our proprietary model management platform and automated ML pipeline enable rapid iteration and multi-model A/B testing, transforming AI capabilities into measurable business growth.
Specializing in computer vision (object detection, semantic segmentation, OCR), NLP (LLM fine-tuning, knowledge graphs, sentiment analysis), recommendation systems, and reinforcement learning. With 30+ proprietary algorithm patents, we support model compression, quantization acceleration, and edge inference deployment — significantly reducing computational costs.
Full lifecycle big data services covering ETL/ELT integration, data lake construction (Hudi/Iceberg), real-time stream processing (Flink/Kafka), OLAP multi-dimensional analytics (ClickHouse/Doris), and intelligent visualization. Our comprehensive data governance framework helps enterprises build a unified, trusted, and highly responsive data foundation.
Leveraging distributed crawling engines and real-time stream processing architecture, we provide public web data collection, structured parsing, sentiment analysis, and competitive intelligence. Supporting PB-scale daily web data crawling and processing, we deliver timely and precise data support for brand monitoring, market insights, and sentiment early warning.
Full-stack development capabilities spanning Web frontend (React/Vue/Next.js), mobile (Flutter/React Native), and enterprise backend (Spring Cloud/Go/Python). Following microservices architecture and Domain-Driven Design (DDD), with automated testing, CI/CD, and containerized deployment ensuring high availability, high concurrency, and rapid iterative delivery.
Addressing cross-system integration needs for mid-to-large enterprises, we provide unified authentication (SSO/OAuth2.0), API gateway management, message middleware integration, master data management (MDM), and enterprise service bus (ESB) construction — enabling data flow and business process automation across ERP, CRM, MES, and OA systems.
End-to-end IoT solutions from device access (MQTT Broker), edge computing gateways, and IoT device management platforms to SaaS applications. Supporting WiFi, BLE, LoRa, NB-IoT and other protocols, combined with digital twins and AI-driven predictive maintenance, covering smart manufacturing, smart campuses, intelligent warehousing, and smart energy scenarios.
Our integrated hardware-software robot platform combines multi-sensor fusion perception, SLAM autonomous navigation, deep visual recognition, and intelligent decision planning. Product lines include industrial AGV/AMR, inspection robots, service robots, and collaborative robotic arms, already deployed at scale across manufacturing, logistics, healthcare, and security sectors.
Technology with warmth, innovation with responsibility
We believe the best technology is the kind you don't notice. HechuangDataLink always puts people at the center — transforming cold code into warm experiences, using the power of intelligence to bridge the digital divide, so every organization and every individual can equally enjoy the convenience and opportunities that digitalization brings.
Every technological innovation starts and ends with making life better
Breaking down barriers, building ecosystems, co-creating the intelligent future
Staying sharp on frontier technologies, growing through rapid change
Accountable for data security, social impact, and every line of code
Deep expertise in vertical domains — solving real problems with technology
Smart CityAI-powered visual analysis and big data prediction for intelligent traffic signal scheduling — peak-hour traffic efficiency improved by 35%.
Smart ManufacturingDeep learning visual inspection system replacing manual QA — defect detection accuracy at 99.7%, inspection efficiency up 10x.
Smart HealthcareUnified data platform integrating multi-source hospital data — supporting clinical decisions, optimizing patient flow by 40%.
Smart RetailEnd-to-end digitalization from supply chain to stores — membership marketing conversion up 60%, inventory turnover up 45%.
Smart EnergyIoT sensor network + AI energy optimization — industrial park energy consumption reduced by 22%, carbon emissions down 18%.
Smart FinanceGraph neural network anti-fraud system — millisecond risk detection, fraud transaction interception rate up to 99.5%.