Five professional roles, five AI-native workbenches
Turn every thermal inspection into a one-click compliance report
A desktop workbench for electrical inspectors, building energy auditors and plant maintenance teams. Hardware-agnostic, AI-assisted hotspot detection, built-in multi-region report templates — from shooting images to delivering a report in minutes.
An LLM-native desktop workbench for professional translators
Stop juggling Trados and ChatGPT. One workbench covers LLM-native translation, terminology, style, translation memory and QA — turning high-quality localization from multi-tool patchwork into LLM-powered delivery.
From lab instrument data to compliance report, one continuous flow
For textile testing labs, brand QC teams and supply-chain auditors. Integrates tensile, colorfastness, shrinkage, pH, formaldehyde and other major instruments, auto-generating ISO / AATCC / ASTM / GB reports.
Remove repetitive data entry from freight-forwarding ops
For international forwarders, cross-border e-commerce and trade SMEs. Auto-recognize and structure B/L, Invoice, Packing List and more; cross-doc validation; one-click standard export bundles.
AI-driven web accessibility scanning with one-click fixes
For cross-border e-commerce, outbound SaaS and web agencies. Scan for WCAG 2.1, ADA and EU EAA gaps — and ship actual fix code as Pull Requests, turning compliance into one commit.
One AI engineering foundation, behind every solution
Every solution stands on capabilities hardened in real projects. Whether it's a self-serve product or a custom enterprise build, we ship to production-grade reliability.
LLM engineering
Move large models from demo to production — RAG, agents, inference optimization and private deployment, full-stack.
- Enterprise-knowledge RAG
- Multi-agent orchestration
- Inference acceleration & caching
- On-prem & local inference
Desktop engineering
End-to-end delivery of cross-platform desktop tools — Tauri / Electron, offline-first, with direct hardware and local-model integration.
- Tauri / Electron
- Hardware & file-format adapters
- Local AI inference
- Auto-update & distribution
Data & algorithms
Structured and unstructured data analytics and modeling — OCR, CV, time-series, anomaly detection and vector retrieval.
- OCR & layout parsing
- Computer vision & detection
- Time-series & anomaly detection
- Vector retrieval & RAG
Cloud-native foundation
Observable, scalable enterprise deployments — Kubernetes, service mesh and multi-tenant SaaS foundations.
- Kubernetes deployment
- Istio service mesh
- Observability & reliability
- Multi-tenant SaaS
Industry reads & product updates
Lingwen enters strategic partnership with CR Life to build a unified nationwide asset platform
Lingwen will provide the AI engineering foundation for CR Life's nationwide unified asset management platform — covering structured asset records, lifecycle tracking and anomaly alerts.
Read the full story- 08 2026-04Company
IRWorks 1.0 — our thermal imaging workbench is now generally available
- 02 2026-04Industry
After EU EAA 2025 takes effect: a compliance window for ~250k European websites
- 28 2026-03Engineering
Putting LLMs on the desktop: three Tauri + GGUF engineering pitfalls
- 25 2026-03Company
LingoDesk — our LLM-native translator workbench — opens public beta
- 15 2026-03Industry
The third CAT revolution: LLM-native workbenches are rewriting thirty years of tooling
- 10 2026-03Engineering
Why the same IRT image reads differently in different software
Alongside industry leaders
Since 2022 Lingwen has built steady technical partnerships with state-owned groups and industry leaders across energy, equipment, real estate, telecom and research — delivering desktop workbenches and tailored solutions across the lineup.
Your professional workflow deserves an AI-native workbench.
Tell us where your workflow hurts. We'll design an AI-native solution with you — a real engineer replies within one business day, consultation is free.