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Taiwan-Based · Data & AI Advisory
Mentarix
Data Studio
Turn data, analytics & AIinto decision systems.
Mentarix turns data infrastructure, analytics capability, and AI execution into one growth system so organizations can make faster decisions, run more reliably, and scale with more confidence.
5+
Years Experience
20+
Clients Handled
10+
Industries Covered
80M+
NT$ Revenue Impact
≈ USD $2.5M
About Us
We speak the language of data
Enterprise-grade data engineering, analytics, and AI: production-ready pipelines and governance, interactive dashboards, and predictive/GenAI models — engineered end‑to‑end for scale.
From Pipelines to Business Outcomes
We build an end‑to‑end value chain: production‑ready pipelines and governance → executive dashboards and insight → predictive and GenAI applications. One accountable team from architecture to operations. In the past 5 years, we’ve helped 20+ organizations across 10 industries turn data into durable growth.
Mentarix
Mentarix comes from the root ment- meaning mind, cognition, and reasoning, combined with a modern technical suffix -rix, representing systems, structure, and engineering. The name reflects the idea of building intelligent systems driven by logic, data, and analytical thinking.
Industries We Serve
AdvertisingMarketingSalesSupply ChainFinanceTransportationE-CommerceGamingHealthcareManufacturing
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End-to-End Ownership
From raw data ingestion and pipeline architecture to model training and production deployment — one point of contact, full accountability. No handoffs between vendors, no gaps between teams.
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Production-Grade Engineering
Every system we deliver is designed for production from day one, with monitoring, alerting, and failover built in. Your team receives infrastructure they can operate, scale, and trust under real workloads.
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Cross-Industry Expertise
We've delivered across advertising, marketing, sales, supply chain, finance, and transportation — as well as e-commerce, gaming, and healthcare. That breadth lets us apply proven patterns to your domain, accelerating delivery and reducing risk.
What We Do
Our Services
We structure engagements so strategy, implementation, and operational handover feel continuous rather than fragmented.
Selected Work
Case Studies
Each case study is structured to show the business problem, the method, our role, and the measurable impact that followed.
How We Work
Our Process
Each stage is designed to produce the input the next stage needs, so the process moves forward with intent.
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Core Team
Meet the Team
Senior enough to shape the architecture, hands-on enough to ship the system, and pragmatic enough to keep the recommendation tied to business reality.
Core Team
Morris Liu
Founder & AI Strategist
Trilingual data and AI leader (University of Mannheim) with an 8-person team across Taiwan, Germany, and Hong Kong. 15+ analytics projects, NT$80M+ delivered value.
Client Voices
What Clients Say
The best delivery is not louder. It simply makes decision-making steadier.
↓87% Delivery Time
“Mentarix built our real-time risk scoring pipeline in 8 weeks. What our internal team estimated at 6 months, they delivered with zero downtime on go-live day.”
James Wu
CTO
FinCore
↓90% Decision Cycle
“The predictive analytics dashboard gave our ops team visibility we never had. Decision cycles that took 3 days now happen in an afternoon.”
Dr. Sarah Chen
Director of Operations
MedLogix
+22% Conversion Rate
“Their LLM recommendation engine lifted our conversion rate 22% in the first month. Morris and Alex really embedded with our team and understood our specific business context.”
Kevin Liang
Head of Product
ShopForward
FAQ
Common Questions
Let's Talk
Start a Conversation
Whether it's a data engineering project, AI strategy, or just exchanging ideas — we'd love to hear from you.