LiQung integrates Large Language Models (LLM), Multi-Agent AI (MAS), and Computer Vision (CV) — the latest generation of AI technology —
delivering measurement scripts / SOPs / reports / dashboards / models / SaaS platforms 5–10× faster,
so you can spend more time on what really matters — production-line decisions.
Integration of Keithley / Yokogawa / Newport / Ocean Optics / Thorlabs instruments with custom Python / LabVIEW / .NET scripts. Supports synchronous data acquisition and computer control across GPIB / RS-232 / USB / Ethernet interfaces.
Automatic SOP PDF/DOCX generation, one-click measurement reports (PPTX / XLSX), Grafana / Power BI / Web dashboards for real-time process monitoring. AI-Tech produces ISO/IEC 17025-compliant templates 5× faster.
End-to-end service: dataset annotation, training, optimisation, deployment. From PoC (30 days) to production (90 days). Edge (Jetson) / on-prem (RTX/A100) / cloud (AWS/Azure) deployment options.
Custom cloud SaaS — multi-tenant measurement data platform, production-line monitoring, mobile companion app. Next.js + FastAPI + PostgreSQL + Docker stack, with OAuth2 / SAML SSO and RBAC permissions.
MES / ERP / SCADA / SECS-GEM / OPC UA standard protocol integration, with REST / GraphQL / gRPC / MQTT. Modbus TCP/RTU, Profinet, EtherCAT and other industrial bus gateway development.
Manufacturing AI adoption strategy consulting, ROI analysis, AI-Technology workshops. Includes ISO training video auto-generation pipeline (HTML → narration → editing). Trains your engineering team in AI-assisted development.
For traditional manufacturing — screws, nuts, fasteners, CNC machining — we provide AI upgrade assessment and adoption: sub-pixel optical dimensional measurement, AOI surface defect detection, machine vibration / spindle temperature time-series alerting, and AI digital transformation of legacy ERP/MES systems. We commit to first AI production line within 6 months, plus on-site engineer training.
1-week site visit, production-line inventory, pain-point analysis.
SOW, quote, mock-up delivered within 2 weeks.
Working demo within 30 days, validating feasibility.
Agile sprints, bi-weekly delivery, AI-Tech-accelerated.
24h response SLA, long-term model retraining.
Latest-generation Large Language Models (1M context), autonomous plan / execute / verify loops — measurement scripts, report templates, and dashboards shrink from weeks to days.
7+ years of optoelectronic measurement production-line know-how, IEC 60904 / ISO/IEC 17025 conformant. Code review + multi-agent audit dual safety net.
24h SLA for emergencies, quarterly model retraining, annual technology roadmap. Customer data stays fully on-premise — compliance-ready.
Answered in plain language.
We are not just an instrument vendor. World-class metrology + AI inspection + AI-powered custom software — all three. Every project is accelerated by LLM, multi-agent, and computer vision development — 5–10× faster delivery than a traditional SI, and conforming to IEC 60904 and ISO/IEC 17025.
EL/IR/PL deep-learning defect classification accuracy ≥98%, edge inference time <120 ms per image. Built on PyTorch + TensorRT, deployed on NVIDIA Jetson or RTX, with OPC UA / SECS-GEM / Modbus integration.
Ten industries: Smart Display, LED, Semiconductor, Solar Energy, Silicon Photonics, CubeSat, UAV, Optical Module, Microscopy, and Traditional Industry Upgrade (screws, nuts, fasteners, CNC machining).
Yes. Our Traditional Industry Upgrade Consulting (S07) commits to a working AI production line within 6 months — covering process digitalisation, vision inspection, predictive maintenance, and SaaS dashboard. We also help apply for Industrial Development Bureau smart-manufacturing subsidies.
Standard PoC completes within 30 days of signing; full SaaS platform or AI model training projects run 8–16 weeks. Production-line emergencies have a 4-hour escalation SLA; regular technical responses within 24 hours.
Nationwide on-site service across Taiwan (north, central, south, east, offshore islands). Free assessment, engineers engage directly with customers, NDA on all data.
Free consultation within 48 hours.
