⏳ 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 · Empowerment — Teaching 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