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AIWin Technology | Enterprise AI Adoption

10TH ANNIVERSARY · AIWin Since 2016:

10 Years of AI in Taiwan Enterprise AI Adoption Experts

10 Years of Enterprise AI Solutions.Since 2016

Since our first vision inspection project in 2016, we've delivered 200+ AI projects across 30+ industries.

See our story since 2016
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About US

WinHub.AI · Fusion AI Platform

Experts in Enterprise AI Adoption

Since 2016, AIWin has delivered 200+ AI projects across 30+ industries, including semiconductors, manufacturing and textiles.

WinHub.AI combines vision AI, data analytics, edge computing and AI agents for inspection, maintenance, process control and knowledge search.

200+
AI projects
30+
Industries
2016
Founded
AI Architecture

A modular approach to enterprise AI adoption

BUILD YOUR AI BRAIN

Begin with one use case and let each result build toward your own enterprise AI brain.

  1. STEP 01

    Visibility

    Unify on-⁠site data into one clear dashboard.

  2. STEP 02

    Expertise

    Turn veteran know-⁠how into standards and AI.

  3. STEP 03

    Knowledge

    Find SOPs and service records just by asking.

  4. STEP 04

    Action

    AI agents connect tools and complete tasks.

  5. STEP 05

    Collaboration

    Multiple agents work as one enterprise AI brain.

AI agents working together
Vision AI agent robot

Vision AI Agent

Spots defects and anomalies

Running
Equipment AI agent robot

Equipment AI Agent

Predicts failures from IoT data

Issue flagged

Enterprise AI Brain

Enterprise AI brain made of data nodes and connections, floating above a tech platform
Document AI agent robot

Document AI Agent

Understands docs, finds answers

Report ready
Safety AI agent robot

Safety AI Agent

Monitors worker and site risks

Ticket opened
Smart Water AI agent robot

Smart Water AI Agent

Tracks water use and quality

Reminder sent
Solutions

Mix and match four products into AI solutions for your entire business

DEFECT DETECTIONRECAI CAMDEFECTPASSPASSROI ZOOMDefect 0.92Pass 0.98INFERENCEWinEdgeQUALITY LOG#2604DEFECT#2605PASSYIELD 99.6%
Inspection Agent reports: Scratch on Line 2 — #2604 flagged, image saved; Work order created, assigned to the QC lead; 1,200 pcs inspected — summary sent to supervisor
AI Vision × Inspection AgentAIWinOps + WinEdge

Quality inspection · Safety monitoring · Anomaly detection

Manual checks miss anomalies, cost labor and leave no trail. AI vision flags issues in real time, and the Inspection Agent reports and records them.

Learn more about AI Vision Inspection
ANOMALY DETECTIONLIVEMOTOR-01TEMP78°CVIB0.82↑PRES4.2POWER · 7D200kW150kW100kWMonTueWedThuFriSat↑ AnomalyVIB 0.82 ↑WinEdgeFORECAST24hANOMALYRISK ↑
Decision Agent reports: MOTOR-01 vibration 0.82 — anomaly forecast within 24h; Early maintenance + load trim — est. −12% energy; Maintenance booked this week — plant manager notified
AI Data Analytics × Decision AgentNumOps + WinEdge

Anomaly prediction · Energy savings · Better decisions

Failures are hard to predict, energy costs run high and decisions lack data. AI analytics warns early, and the Decision Agent recommends next steps.

Learn more about AI Data Analytics
AI AGENTLLM + RAGWinChatUOutput today?AI ANSWERAI96.4%MES · ERP · SOP7-DAYPlant 6 below targetAIRelated SOPs ×3DATA SOURCESSOPMESERPKBRAGVECTOR INDEXON-PREMWinEdgePRIVATE SERVERR01R02R03100% on-premise
Insight Agent reports: Asked for today’s output: 96.4% from MES, with trend and sources; Plant 6 below target — causes and related SOPs attached; Daily brief sent to leadership via ERP · MES · KB
AI Knowledge Hub × Insight AgentWinChat + WinEdge

Knowledge search · Real-⁠time insights · On-⁠premises

Information is scattered and know-⁠how is hard to pass on. An AI knowledge base links documents and KPIs; the Insight Agent reports what matters.

Learn more about AI Knowledge Collaboration
SMART DOSINGREALTIMEpH 4.8pH 7.0Reaction tankNaOHDOSING12.5 L/hAI predictive tuningCONTROL LOOPSETPOINTpH 7.0MODEAUTO · EDGELATENCY8 mspH → 7.0WinEdgeWaterOpsPARTNERForecast
Water Agent reports: Reactor pH 4.8 below limit — smart dosing started; NaOH dosing set to 12.5 L/h via WinEdge; pH back to 7.0 — dosing log synced to WaterOps
Edge AI × Smart Water AgentWinEdge + WaterOps

Real-⁠time inference · 85% water recovery · ESG in practice

Water quality is hard to predict and operations rely on experience. WinEdge runs AI on site; with WaterOps, the Water Agent forecasts in real time.

Learn more about Edge AI
Success Cases

200+ AI deployments across 30+ industries

CASE 01 / 06

Semiconductor & High-⁠Tech

AOI review × wafer defect detection

AOI
Automated review
On-prem
Data stays in-⁠house

Automated AOI review and process optimization reduce reinspection and improve yield. On-⁠premises deployment keeps sensitive fab data in-⁠house.

View full case study
AOI
Automated review
On-prem
Data stays in-⁠house

Automated AOI review and process optimization reduce reinspection and improve yield. On-⁠premises deployment keeps sensitive fab data in-⁠house.

View full case study
Partners

Software, hardware and channel partners

GEOX Group partner logo
GoodLinker partner logo
FTC partner logo
HDA Grand partner logo
GSD Enviro Tech (Taiwan) Co., Ltd. logo
ideaXpress partner logo
APLEX Technology partner logo
ISCOM partner logo
K-Smart partner logo
HPT partner logo
NIEA partner logo
IDT partner logo
Contact

Book a consultation to build your enterprise AI roadmap