⏳ L.E.A.N. — Leansight Core Advantages Framework

Not Delivering a Tool
But Making a Long-term Platform Investment

Leansight's L.E.A.N. Framework — Long-termism, Empowerment, Autonomous Discovery, National-Local. These advantages are only unleashed through long-term partnership — we aspire to grow together with our customers, not deliver and walk away.

L
Long-termism
Long-termism
E
Empowerment
Empowerment
A
Autonomous Discovery
Autonomous Discovery
N
National-Local
International & Local
L.E.A.N. = Long-termism × Empowerment × Autonomous Discovery × National-Local = System Resilience

Leansight's core advantage lies not in feature lists — features can be copied. The real moat is the L.E.A.N. Framework — four dimensions that require time to develop and cannot be rushed:

L · Long-termism — The platform evolves with the customer. The same foundation scales from data collection to Smart Operations Control Tower; Customer M went from 50 dashboards to 2,000+ over 8 years without changing the foundation;
E · EmpowermentTeaching to fish, 80% of applications built by customer teams. Not making you dependent on us, but making you not need to depend on anyone;
A · Autonomous Discovery — CEO Headline acts like an "intelligent brain," automatically scanning for changes daily, discovering business blind spots, not passively waiting for queries, but proactively delivering insights;
N · National-Local — Product internationalization is fully realized (multi-language/cross-timezone/multi-factory unified management), with local service in 4 cities: Suzhou + Shanghai + Guangzhou + Kuala Lumpur. Not in planning, already implemented.

L.E.A.N. = Long-termism × Empowerment × Autonomous Discovery × National-Local = System Resilience
This is not a feature moat, it's an evolution moat.
Every layer of L.E.A.N. advantage is only realized through long-term partnership. We don't sell software, we grow with you.

If a customer only wants to do one project, Leansight's advantages aren't truly unleashed
We aspire to grow together with our customers through long-term partnership
Every layer of L.E.A.N. advantage — Long-termism (L), Empowerment (E), Autonomous Discovery (A), National-Local (N) — requires time to deliver.
A single project is "buying a tool"; a long-term partnership is "building capability." Leansight doesn't sell tools, it sells the ability to evolve together with the customer.
Project Mindset
"I want a dashboard / a system"
  • Delivery is the end point, go-live is the wrap-up
  • Feature list alignment, price comparison
  • Vendor lock-in, customer passively dependent
  • Requirement changes via change orders, billed by person-days
  • Next year's renewal depends on price
Partnership Mindset
"I want a platform that can continuously evolve"
  • L — Same foundation for 8 years, continuously adding new capabilities
  • E — Empower customer teams to self-build 80%+ applications, no lock-in
  • A — CEO Headline proactively discovers blind spots, platform gets smarter with use
  • N — Internationalization already proven, following customers' global expansion
  • The relationship is not vendor-customer, but a growth community
Customer M: 8 years, 36x ROI — this is not a value that any "single project" can deliver.
We don't sell software. We grow with you.
L · Long-termism

Not Selling Tools, But Making Long-term Platform Investments

Competitors deliver a dashboard/system and the project ends. Leansight delivers a platform that can continuously evolve — today OEE, tomorrow SPC, the day after a Control Tower, all adding new modules on the same foundation without starting over.

01

Long-termism — Same Foundation, Continuous Evolution

LeanFusion foundation · LeanCodee engine · LeanBI application · CEO Headline intelligent discovery
Customer M is the best proof of long-termism: started with data analysis in 2017 → expanded to EAP data collection in 2019 → extended to OEE full link in 2021 → built the Smart Operations Control Tower covering 4 factories in 2024. 8 years, dashboards grew from 50 to 2,000+, foundation never replaced. This is not "tear down and rebuild," it's "continuous iteration" — every new requirement is not starting from scratch, but adding new capabilities on the existing platform.
🏗️ Foundation Layer
LeanFusion four-tier hot/cold tiering, PB-level data support. Customer M: 67 production lines, 221TB annual peak, 8 years stable operation
⚙️ Engine Layer
LeanCodee low-code engine, 80% of applications self-built by business departments — every business team can quickly build their own applications
📊 Application Layer
LeanBI analytics components + QCDSM cockpit, data collection → OEE → OPS Review → AI insights, layered accumulation
🧠 Intelligent Discovery
CEO Headline autonomous discovery layer — not passively waiting for queries, proactively scanning for changes, discovering blind spots, pushing insights

L.E.A.N. = Long-termism × Empowerment × Autonomous Discovery × National-Local = System Resilience

Traditional systems achieve resilience through "redundant design" — extra servers. Leansight's system resilience comes from the L.E.A.N. framework — the platform can continuously evolve (L), empower customers for autonomous operations (E), proactively discover problems (A), and adapt across geographies (N). This is not a feature moat, it's an evolution moat.

Data Governance First Platform Continuous Evolution CEO Headline Autonomous Discovery System Resilience Support
📈
Continuous Evolution
Same foundation continuously iterated — Customer M expanded from 50 dashboards to 2,000+ over 8 years, no need to change platforms. New requirements are new modules, not new platforms
🧠
Autonomy
CEO Headline automatically scans internal and external enterprise changes daily, distills business headlines, cross-system correlation analysis, proactively discovers blind spots invisible to humans
💪
Resilience
L.E.A.N. four-dimensional superposition = system resilience. The platform can absorb shocks, self-adapt, and continuously evolve — not "fix when broken," but "continuous iteration"
E · Empowerment — Not Making You Dependent on Us, But Making You Not Need to Depend on Anyone
Most industrial software business models are "turnkey delivery → sign maintenance → lock in customer" — the more dependent the customer, the more the vendor profits. Leansight does the opposite: teaching to fish, empowering customer teams to independently maintain and develop. In Customer M's 8-year practice, Leansight's role gradually evolved from "developer" to "capability upgrade running partner" — after platform delivery, 80%+ of applications were self-built by the customer's business team, dashboards grew from 50 to 2,000+, primarily by the customer's own people, not Leansight's people.
01
Stage 1 · Training Empowerment
Organization-wide Low-Code Training
Established an "IT-OT Convergence Center," IT and OT personnel collaborate on the same platform, production line engineers can also become application developers. Not one-time training, but an annual plan — setting capability upgrade themes each year
02
Stage 2 · Certified Deployment
From "Submitting Requirements" to "Building Applications"
After training and certification, business personnel shift from "submitting requirements and waiting for development" to "drag-and-drop go-live themselves". Daily small requirements go from proposal to launch in "days," no longer queuing IT work orders
03
Stage 3 · Autonomous Iteration
Business Self-Maintenance, Continuous Evolution
Business teams maintain their own dashboards and applications without depending on IT scheduling. Applications can be deployed independently outside the platform, avoiding vendor lock-in — "Everyone is a tower builder"
Traditional model: IT builds systems for business to use  →  Leansight model: Business uses tools to build systems themselves
From "software for the factory" toward "a factory for software"
80%+
Applications Self-Built
50→2000+
Dashboards (Customer Team Led)
Days
Requirement to Launch Cycle
Annual
Continuous Training Mechanism
0 Lock-in
Apps Independently Deployable
N · National-Local Internationalization & Localization

Not in Planning, But Already Proven Global Capability

Most industrial software vendors' "internationalization" stays on PowerPoint — Leansight's internationalization has been running for 8 years. Customer M's 4 factories span China and Thailand, unified platform, unified metrics, unified management — this is an established advantage, not a future plan.

02

Product-Level Internationalization — Fully Connected from UI to Foundation

Multi-language · Multi-timezone · Multi-factory unified management · Cross-border data compliance
Leansight's platform was designed for global scenarios from the very beginning, not a "localized version with an English pack," but a native multi-language architecture. Customer M's Thailand site and China factories run on the same platform, management views Chinese, Thai local teams view English, data flows in real-time, KPI definitions are globally unified. This is not "planned support," it's "already running for 8 years".
🌐 Multi-Language UI
Chinese/English bilingual native support, user self-switching. Customer M's Thai team operates in English, Chinese management makes decisions in Chinese
🕐 Multi-Timezone Deployment
Cross-timezone data collection and report generation auto-aligned, China and Thailand factories share the same report with no time discrepancy
🏭 Multi-Factory Unified Management
Group-Site dual-layer architecture — group unified KPI system + factory-level flexible configuration, validated across 4 factories
🔒 Cross-Border Data Compliance
Apple mTLS mutual authentication passed, 100% data compliance rate — meets cross-border data transfer and supply chain audit requirements
📊 Unified Metric Definitions
Group-level OEE/yield/capacity metrics globally unified benchmarking, cross-national factory comparison without ambiguity
🔧 Remote Operations
7×24 unattended + cross-national remote inspection, from China you can "inspect" Thai production lines without on-site presence
🌍 Internationalization Proven in Practice
8 Years
Cross-National Operation Verified
4 Factories
China-Thailand Unified Management
100%
Apple Data Compliance Rate
7×24
Unattended Operation
🇹🇭🇲🇾
Thailand + Malaysia Coverage
N · Local Service Capability

People by Your Side, Not a 400 Hotline

Product internationalization solves "can deploy"; local service solves "can respond." Leansight is the only industrial AI company with both a China headquarters and Southeast Asia branches.

03

4-City Layout — Suzhou · Shanghai · Guangzhou · Kuala Lumpur

Domestic vendors lack overseas branches; international vendors lack China localization
Suzhou Headquarters is adjacent to the Yangtze River Delta manufacturing cluster; Shanghai and Guangzhou cover the East and South China manufacturing networks. The Kuala Lumpur branch covers the Southeast Asia manufacturing network, with no cross-timezone barriers. For manufacturing customers in both China and Southeast Asia, we can provide nearby support.
🇨🇳 China Localization
Suzhou Headquarters radiates to Yangtze River Delta; Shanghai and Guangzhou cover East and South China
🇲🇾 Southeast Asia Localization
Kuala Lumpur Branch, providing localized delivery for Thailand/Malaysia/Vietnam factories
🏥 Remote Line Inspection
Video monitoring integrated with production data, cross-national remote inspection — inspect Thai production lines from China
⚡ 7×24 Unattended
Apple data integration fully automated, cross-timezone without manual intervention — proven
Industry Track Record

Not "Can Do," But "Already Done"

Leansight has served 6 globally renowned enterprises in the semiconductor and electronics manufacturing sectors, with 50+ factory digitalization projects cumulatively. The two benchmark cases of UTAC and MFlex cover the two core scenarios of Semiconductor Assembly & Test and Apple supply chain.

Semiconductor Assembly & Test · YMS

UTAC — Global Leading Semiconductor Assembly & Test

Serving dozens of customer products · Automotive chip audit requirements
Deployed YMS Yield Management System, real-time correlation between equipment process parameters and AOI defect rates. Recipe switching fully digitized, meeting automotive chip customer audit requirements.
3d→30min
Yield Analysis Time
95%
Time Reduction
6 Core
Modules
Yield Analysis AI Root Cause Recommendation FARCCA Report Full-Process Traceability
Apple A+ Supplier · 8 Years

MFlex — Global Leading FPC Manufacturer

NASDAQ listed · Apple/Tesla core supplier
8 years of continuous partnership, covering 4 factories (including Thailand site) and 67 production lines. Integrated 20+ systems, PB-level data foundation. Won Apple Best Real-Time BI Supplier. Customer team self-developed 80%+ applications, dashboards iterated from 50 to 2,000+.
8 Years
Continuous Partnership
36x
Cumulative ROI
80%+
Customer Self-Built Apps
OEE Full Link Apple Compliance Thailand Site Customer Self-Built 80%+
Semiconductor & Electronics Manufacturing Customer Ecosystem (6 Companies · 50+ Factories)
UTAC Semiconductor Assembly & Test
MFlex Apple Supply Chain
SPIL Assembly & Test
DSBJ Electronics Manufacturing
QUECTEL Communication
ERICSSON Telecommunications
Qualifications & Trust

The Foundation of Trust — Qualifications Are Not Decoration, They're the Entry Barrier

When large customers select vendors, qualifications are the entry ticket. CMMI Level 5, ISO dual certification, Specialized & Sophisticated Enterprise — these require years of system building + third-party audits, impossible to rush.

05

14 Certifications & Honors — Hard Threshold for Compliance Review

International system certification + National-level recognition + Industry awards
CMMI Level 5 Certification
ISO 9001 Quality Management
ISO 27001 Information Security
Specialized & Sophisticated Enterprise
Jiangsu Provincial Industrial Internet Key Platform
Suzhou Key Software Enterprise
Suzhou Engineering Technology Research Center
Suzhou Big Data Service Provider
Industrial Internet Professional Service Provider
Suzhou Gazelle Enterprise
IPO Cultivation Enterprise
Industrial Park Leading Talent
Industrial Software Product Innovation Award
Low-Code Industry Innovation Dark Horse Award
🏆 Customer-Level Honors (Supported by Leansight Platform)
Customer M won Apple Best Real-Time BI Supplier · Apple Supply Chain Lighthouse Factory · Jiangsu Provincial Smart Manufacturing Demonstration Factory · Top 100 Digital Advantage Supplier