Executive Overview
Refvalue Technology is an independent B2B technical consultancy specializing in enterprise digital transformation, mission-critical engineering, and domain-specific AI integration.
Backed by 10+ years of deep engineering experience across industrial IoT, cloud-native architecture, and high-concurrency systems, Refvalue Technology holds a national invention patent. We excel at translating complex system architecture into measurable business value—ranging from cost-reducing hardware localizations to zero-trust networks and private enterprise AI solutions.
Selected Track Record & Business Impact
| Scenario & Domain | Delivery Highlights | Measured Impact |
| Fortune 500 Chemical Enterprise Group-Wide IoT Protocol & Cost Reduction | Designed a unified high-concurrency acquisition protocol managing 250+ power units and 100+ edge nodes; led hardware localization strategy. | • 80% reduction in hardware procurement costs • 100% improvement in config deployment efficiency • Eliminated overnight emergency maintenance |
| Industrial Group 32-Channel High-Throughput Edge AI Vision | Built a modular algorithm foundation based on patented architecture, optimized with zero-copy memory buffers and hardware acceleration. | • Sustained 32-channel 1080p real-time processing • 0% frame loss rate • Alert latency <200ms |
| Enterprise Private AI Knowledge Base Massive Document Search & AI Agents | Developed an isolated private RAG system and intelligent AI Agents from scratch, refactoring vector retrieval and multi-format parser engines. | • Sub-second search across 1,000,000+ docs • Retrieval accuracy boosted from 40% to 90% • Response time cut from ~60s to <10s • 100% local data privacy |
| Cloud-Native GitOps Multi-Cluster Automated Delivery | Implemented automated GitOps pipelines and a full-stack monitoring/alerting console to eliminate manual deployment errors. | • Microservice deployment time reduced by 50% • Saved ~1 hour per deployment • Achieved zero-downtime rolling updates |
| Cross-Border Enterprise SD-WAN Zero-Trust Network & Edge Security | Operationalized custom global root nodes, engineered traffic ACLs, and integrated edge Anycast routing with tunnel architecture. | • Cross-border latency reduced by ~30ms • TTFB reduced by 50% • Zero public exposure of origin server IPs |
Core Service Offerings
- Enterprise AI Engineering & Private DeploymentDelivering local RAG systems and AI Agent workflows, enabling business intelligence with zero risk of proprietary data exposure.
- Edge AI Vision & High-Throughput Data StreamingProviding multi-channel real-time video AI analytics, low-latency transmission, and unified industrial IoT data ingestion.
- Cloud-Native Infrastructure & Zero-Trust NetworksProviding GitOps automated delivery, self-hosted SD-WAN networking, micro-segmentation, and Cloudflare edge optimization.
- System Componentization & Patent-Backed Architecture AdvisoryLeveraging patented software architecture to decouple complex enterprise codebases, enabling seamless hot-swapping of algorithms and business modules.
B2B Engagement Models
- AI & Architecture Diagnosis: Evaluating existing enterprise workflows, identifying high-ROI AI integration points, and defining technical roadmaps.
- Technical Roadmap & MVP Prototyping: Delivering end-to-end designs and rapid MVP validation for domain-specific scenarios (e.g., medical vision, smart property, industrial monitoring).
- Turnkey B2B Project Delivery & Retainer Advisory: Offering compliant B2B contracts and invoices, milestone-based code delivery, or long-term retainer advisory with SLA guarantees.