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Today’s AI systems excel at generating outputs,
Inspired by the human brain neocortex,
Intelligence emerges when
News
News
CES Innovation Awards® 2026 Honoree (Enterprise Tech): Memorence AI was recognized for its AI solutions for enterprise and industrial applications.
Upcoming events:
Upcoming events:
2026/01/06-01/09 : Memorence AI will showcase our Innovation Award–honored AI solutions at CES 2026. Location: Venetian Expo, Eureka Park, Hall G, Booth 62201.
2026/01/04 : Memorence AI will present at CES 2026 – Unveiled Las Vegas. Location: Mandalay Bay, Las Vegas, USA.
From experience to real operations with Instant Learning
From experience to real operations with Instant Learning
At Memorence AI, we focus on AI systems designed for real-world operations.
Our technology enables experts to correct, guide, and refine system behavior directly during use -
turning daily interaction into operational experience.
With Instant Learning and a continuously learnable system through use,
expert interaction directly improves system performance over time.
AI systems for digitizing, automating and improving manual operations
AI systems for digitizing, automating and improving manual operations
We build AI products that turn manual judgment, inspection, and decision-making
into reliable, auditable digital processes.
This enables organizations to reduce dependency on individual expertise,
improve operational consistency,
and scale quality across teams and sites.
A no-code DATA+AI platform designed for domain experts in enterprise and industrial manufacturing
A no-code DATA+AI platform designed for domain experts in enterprise and industrial manufacturing
Designed for deployment in real operational environments,
the platform enables domain experts to digitize, operate, and improve AI systems directly through daily use,
supported by application-specific visual and operational data, with optimized data acquisition designed for each visual vertical.
No dedicated AI engineering teams are required,
making it practical for enterprise operational environments, factory floors, and production lines.
Introducing a no-code DATA+AI platform built for real operational environments, designed for enterprises and domain experts working with real-world data, including visual and operational data generated during daily work.
Beyond software, the platform is built around high-quality data acquisition. We provide application-specific data acquisition solutions, ranging from dedicated industrial inspection systems to modular and configurable imaging setups, ensuring that the right data is captured at the source for each operational scenario.
The platform enables organizations to digitize, automate, and improve manual operations, transforming human judgment, inspection, and decision-making into reliable and repeatable digital workflows.
What sets our approach apart is Instant Learning. As domain experts interact with the system during real operations, their corrections and guidance are immediately incorporated, allowing system behavior to improve continuously through use, without retraining cycles or dedicated AI engineering teams.
By combining no-code configuration, high-quality operational data, and Instant Learning, the platform allows organizations to deploy, adapt, and scale AI systems with confidence, while maintaining control, reliability, and consistency across teams and sites.
All products and services are designed to digitize, automate, and continuously improve manual operations, turning them into digital, learnable workflows
All products and services are designed to digitize, automate, and continuously improve manual operations, turning them into digital, learnable workflows
Products
Products
Large-scale cross-industry visual inspection platform with stability and scalability
One-stop Data + AI platform designed for domain experts with quality-guaranteed AI
Vertical-specific data acquisition for visual applications
Instant-learning visual assistant for Operations
Operational/assembly guidance & inspection
Support integration with Memoragents
Multimodal Reasoning over Enterprise Knowledge
Understand domain-specific professional visual data
Locally deployable (on-premise or hybrid)
Services
Services
Data Acquisition
Service
Data Acquisition
Service
Application-specific data acquisition for operational AI
High-quality visual and operational data pipeline design
Optimized hardware configurations
Applied AI Research & Consulting
Applied AI Research & Consulting
Designing AI systems for real-world operations
We translate AI research into deployable systems
Enabling instant learning and continuous improvement through use
Enterprise AI
service
Enterprise AI
service
Analysis, design, deployment, and customization of AI for enterprise environments
Support for on-premise, edge, and hybrid deployments
Integration into existing enterprise workflows
Built on principles that make AI work in real operations
Built on principles that make AI work in real operations
Features
Features
Industry-specific
AI models
Industry-specific
AI models
Purpose-built models tailored for different verticals, designed to evolve in customer environments
Instant learning / continuous learning
Instant learning / continuous learning
Improves system performance through expert feedback during daily operations
Easy-to-use / no-code / GUI
Easy-to-use / no-code / GUI
Enables domain experts to configure, operate, and refine AI without coding
Flexible deployment & system Integration ready
Flexible deployment & system Integration ready
Designed to integrate with existing enterprise systems and operational workflows
Core values & Benefits
Core values & Benefits
Digital transformation
and traceability
Digital transformation
and traceability
Improve
manual quality & efficiency & safety
Improve
manual quality & efficiency & safety
Automatic
insight mining
Automatic
insight mining
Keep
data confidentiality
Keep
data confidentiality
Turn manual operations into traceable, auditable digital workflows
Reduce human error and dependency on individual expertise
Improve quality consistency, efficiency, and operational safety
Automatically extract insights from operational data and feedback loops
On-premise and hybrid deployment to keep data under control
Significant improvement in
internal & external manual efficiency
Significant improvement in
internal & external manual efficiency
Substantial reduction
in operational costs
Substantial reduction
in operational costs
Observed impact from real-world deployments across industrial verticals
Observed impact from real-world deployments across industrial verticals
Representative example from one of our industrial verticals: electronics manufacturing (PCBA)
Representative example from one of our industrial verticals: electronics manufacturing (PCBA)
Defect miss rates reduced from approximately 3–4% to below 0.1%
Up to 90% reduction in AOI false alarms, enabling operators to focus on real issues
Over 90% reduction in manual inspection time across deployed production lines
Core Technology
Core Technology
Experience-Driven AI Systems
Experience-Driven AI Systems
AI systems where experience, not just training data, drives long-term intelligence.
Vision-Centered AI & Multimodal Models
Vision-Centered AI & Multimodal Models
industry-oriented visual and multimodal AI covering inspection, guidance, and reasoning across professional environments.
Sensor-Aware Data Acquisition & Edge Systems
Sensor-Aware Data Acquisition & Edge Systems
Integrated design across sensors, optics, and edge devices to ensure reliable, application-specific data capture at the source.
Scalable Software–Hardware Architecture
Scalable Software–Hardware Architecture
A modular architecture enabling flexible deployment across edge, on-premise, and hybrid environments for long-term operation.
Learn more about our technical foundations and research directions in Technology & Research.
Testimonials — from Corning Display Technology Taiwan
Testimonials — from Corning Display Technology Taiwan
(Translated from original Chinese statement)
(Translated from original Chinese statement)
"The Memorence AI system and professional team helped us validate and confirm the benefits of process improvement through AI in a significantly shorter time than expected. We are highly satisfied with Memorence AI’s professionalism and execution capability, and would confidently recommend their solutions."
"The Memorence AI system and professional team helped us validate and confirm the benefits of process improvement through AI in a significantly shorter time than expected. We are highly satisfied with Memorence AI’s professionalism and execution capability, and would confidently recommend their solutions."
Original statement (Chinese):
Original statement (Chinese):
"憶象AI系統和專業團隊能在比預期短的時間內，協助我們用AI驗證並確認製程改善的效益，對於憶象的AI專業度及執行力，我們非常滿意並願意推薦。"
"憶象AI系統和專業團隊能在比預期短的時間內，協助我們用AI驗證並確認製程改善的效益，對於憶象的AI專業度及執行力，我們非常滿意並願意推薦。"
(中文原文より翻訳)
(中文原文より翻訳)
"Memorence AIのシステムおよび専門チームは、AIによるプロセス改善の効果を、想定よりも短期間で検証・確認することを支援してくれました。その専門性と実行力に非常に満足しており、自信を持って推薦できます。"
"Memorence AIのシステムおよび専門チームは、AIによるプロセス改善の効果を、想定よりも短期間で検証・確認することを支援してくれました。その専門性と実行力に非常に満足しており、自信を持って推薦できます。"
— 台灣康寧政府事務暨公關副總經理李紹康 /
Shaokang Lee, Director of Government Affairs and Communications Corning Display Technologies Taiwan /
台湾コーニング政府業務・広報担当副部長、リー・シャオカン氏 (翻訳)
— 台灣康寧政府事務暨公關副總經理李紹康 /
Shaokang Lee, Director of Government Affairs and Communications Corning Display Technologies Taiwan /
台湾コーニング政府業務・広報担当副部長、リー・シャオカン氏 (翻訳)
Manual operations are everywhere — and most are still undocumented, unscalable, and dependent on individuals.
Manual operations are everywhere — and most are still undocumented, unscalable, and dependent on individuals.
Design decisions, inspections, parameter tuning, visual judgments, and on-site complex enterprise operations are still performed by humans, without becoming reusable system knowledge.
product design
process parameters adjustment
quality inspection
enterprise workflows &
decision making
Traditional AI adoption fails because
Traditional AI adoption fails because
No structured
operational data
No structured
operational data
Operational data is scattered, undocumented, or never captured —making AI training and improvement impossible
Data is the first requirement for AI
Knowledge lives
only with experts
Knowledge lives
only with experts
Critical know-how exists only in human experience
and disappears when people leave or change roles
Tools are built for AI engineers, not domain experts
Tools are built for AI engineers, not domain experts
Most AI tools require coding, model tuning,
and workflows that domain experts cannot operate
Memorence AI turns daily expert interaction into continuously improving operational AI experience.
Memorence AI turns daily expert interaction into continuously improving operational AI experience.
Instead of static models or engineer-driven workflows, our systems learn directly from domain experts during use, transforming manual operations into auditable, continuously improving processes.
Manual operations exist across industries — wherever quality, safety, and judgment matter
Manual operations exist across industries — wherever quality, safety, and judgment matter
• Manufacturing environments — from traditional factories to high-tech production
• Enterprise operational workflows
Electronics / Semiconductor Manufacturing
Electronics / Semiconductor Manufacturing
Traditional
Manufacturing
Traditional
Manufacturing
Advanced
Manufacturing
Advanced
Manufacturing
Steel/Metal
Manufacturing
Steel/Metal
Manufacturing
Agriculture
Agriculture
Food Quality
Food Quality
Fashion
Fashion
Enterprise workflow
Enterprise workflow
Medical
Medical
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