Product
- Highly integrated cloud computing big data architecture
- Customizable agile software development and DevOps microservices platform
- Intelligent decision analysis system focused on improving yield quality
Support enterprises to implement artificial intelligence and big data analysis, conduct decision-making analysis on products, equipment, environment, accidents, etc., in the production process, and improve the yield rate.
Integrate the datamation, automation, and intelligentization in the workplace to save time, manpower, operations, and opportunity costs.
Software as a Service
2.Trend analysis and classification
3.Center of reports and traceability
4.Equipment condition control
5.Intelligent warning systems
6.Environmental emergencies database
Platform as a Service
2.AI modeling and analysis
3.CI/CD
4.Version control
5.Customization
Infrastructure as a Service
2.Bigdata Center
3.HA, Optimum use of resources
4.Cluster Infrastructure
5.Private Cloud
6.HPC
The AIBDT Analysis Decision Platform collects product quality and performance yield data at the edge in real-time from fabrication factories and various elements within the factory (MES, EDA, PLC, SECS). The information is sent to the on-premise data center where the data is purified. The purified data is then passed onto the analysis engine to leverage higher computing power for more detailed analysis. Here the data is analyzed with AI algorithm and AI deep learning capabilities to find abnormalities to trigger early warning notifications and generate reports based on the conditions and/or parameters the user has specified. Once the early warnings and reports are generated, they are sent to the analysis application to be easily presented in the dashboard and distributed to the correct people and/or departments.
I-Application
Yield analysis knowledge engineering design application module Foundry, PCB, optoelectronic industry [big data analysis, root cause identification] engineering applications.
I-Application
- I-Data Explorer
- I-Dashboard
- I-Trend
- I-Share
- I-Tracer
- I-Notice
- I-Strategy
- I-Equipment
- I-Classification
- I-Prevention
- I-SPC
- I-FMEA
I-Cloud
I-Cloud
- I-Infrastructure
- I-Datamation
- I-Bigdata
- I-System
I-Resource
resources for high-performance computing, providing ultra-large data distributed storage, supporting load balancing, system horizontal expansion, fail over, remote backup, and restoration
I-Resource
- I-HPC
I-Development
Language: Python, AI redevelopment environment. Support agile development/automatic deployment
I-Development
- AI Model
- I-Scrum
- I-Deployment
- I-Customization
I-Service
Role: Technical consulting services, multi-dimensional data pre-import operations, AI project customization-assisting customers with insufficient IT resources to carry out data improvement projects
I-Service
- Consultant Service
- Yield Analysis
- Data Engineering
- Backup Solution
- Disaster Recover
- AI Model Development
- Upgrade Solution
- Maintentance Solution
Service
Precisely Analysis
Precisely Analysis
One Step In Place analysis
Identify root cause in seconds
Empower “think” process into the systematic and automatic big data analysis flow to provide the decision making for problem-solving.
AI+Bigdata solution
AI+Bigdata solution
The AIBDT Analysis Decision Platform collects product quality and performance yield data at the edge in real-time from fabrication factories and various elements within the factory (MES, EDA, PLC, SECS). The information is sent to the on-premise data center where the data is purified. The purified data is then passed onto the analysis engine to leverage higher computing power for more detailed analysis. Here the data is analyzed with AI algorithm and AI deep learning capabilities to find abnormalities to trigger early warning notifications and generate reports based on the conditions and/or parameters the user has specified. Once the early warnings and reports are generated, they are sent to the analysis application to be easily presented in the dashboard and distributed to the correct people and/or departments.
Our services
Our services
- Consultancy
- Yield Analysis
- BIG DATA Engineering
- AI Development & Environment
- Backup plan
- Disaster Recovery
- Maintenance
- Upgrading
Client
Client
- Advanced Manufacturing Industry
- Precision Manufacturing Industry
- Processing Manufacturing Industry
- Intelligent Manufacturing Industry
Precisely Analysis
Precisely Analysis
One Step In Place analysis
Identify root cause in seconds
Empower “think” process into the systematic and automatic big data analysis flow to provide the decision making for problem-solving.
AI+Bigdata solution
AI+Bigdata solution
The AIBDT Analysis Decision Platform collects product quality and performance yield data at the edge in real-time from fabrication factories and various elements within the factory (MES, EDA, PLC, SECS). The information is sent to the on-premise data center where the data is purified. The purified data is then passed onto the analysis engine to leverage higher computing power for more detailed analysis. Here the data is analyzed with AI algorithm and AI deep learning capabilities to find abnormalities to trigger early warning notifications and generate reports based on the conditions and/or parameters the user has specified. Once the early warnings and reports are generated, they are sent to the analysis application to be easily presented in the dashboard and distributed to the correct people and/or departments.
Our services
Our services
- Consultancy
- Yield Analysis
- BIG DATA Engineering
- AI Development & Environment
- Backup plan
- Disaster Recovery
- Maintenance
- Upgrading
Client
Client
- Advanced Manufacturing Industry
- Precision Manufacturing Industry
- Processing Manufacturing Industry
- Intelligent Manufacturing Industry
Advantage
To be faster, more efficient and intelligent approach to problem solving
Imageine how problems are quickly solved after introducing AIBDT to the fab.
Before the morning meeting each day, you are sipping your coffee, type the abnormality ID of your product item in the AIBDT system on your computer.
Select analysis mode. AIBDT power computing system can carry out analysis to locate the potential problems that cause the abnormality in seconds.
Whether the abnormality locates in the equipment, recipe or one of the thousands of processes, AIBDT will clearly point out the problem, which will be presented in visual forms of graphs and reports.Let data talk.
This enables you to present comprehensive solutions during those morning meetings, and give out commands that target to the core of the problem. Your health should not be compromised in exchange of productivity.
Imageine how problems are quickly solved after introducing AIBDT to the fab.
Before the morning meeting each day, you are sipping your coffee, type the abnormality ID of your product item in the AIBDT system on your computer.
Select analysis mode. AIBDT power computing system can carry out analysis to locate the potential problems that cause the abnormality in seconds.
Whether the abnormality locates in the equipment, recipe or one of the thousands of processes, AIBDT will clearly point out the problem, which will be presented in visual forms of graphs and reports.Let data talk.
This enables you to present comprehensive solutions during those morning meetings, and give out commands that target to the core of the problem. Your health should not be compromised in exchange of productivity.
Real Case
A factory, the yield drop about 7%, found out the problem with the traditional manner spent 72 hours. Under the same conditions, AIBDT solution identified the root cause with 11 seconds only
Real Case
A factory, the yield drop about 7%, found out the problem with the traditional manner spent 72 hours. Under the same conditions, AIBDT solution identified the root cause with 11 seconds only
Why Us
Differentiation | With think dimension
AIBDT solution is featured with three-tier IPSaas Structure. One Step In Place analysis, Integrating the datamation, automation, and intelligentization in the workplace to save time, manpower, operations, and opportunity costs. AIBDT is designed with cluster architecture that is easy to scale up or down depending on the computing power requirements. In Addition, AIBDT is designed based on the application.
Data Expert | Problem identification, Prevention, Prediction
AIBDT is data expert to help you improving the isuue of yield rate drop. Simplifies data management by integrating information from multiple data sources and production sites into a user friendly and centralized management interface in real time Reveals complex insights regarding utilization, impact, and relationships of manufacturing equipment and workers, by cross-analyzing selected variables from multiple sites and data sources Enables proactive decision making by automatically triggering early warning notifications when anomalies are detected in any phase of the production process Improves accuracy of early warning detection features by utilizing the AIBDT Golden Pattern parameter to generate data that accounts for product specs, production processes, equipment use, and compares differences with competitors
Pain Points Terminator | Top Priority Target to Yield Improvement
Fabricator has high quality product requirement but facing the below difficulites:
- Technology shrinkage makes process more complex
- Face the limitation current tools
- Need to hire and train full-time staff to implement and upkeep IoT Technologies but the experiences and capabilities are not easy to pass on
- More and more Capital expenditure to improve yield basis with rebuilding entire system but still inefficient to enhancing the yield rate
- Inaccuracy leads to : The cost of trial and error caused by imprecise analysis is getting more and more expensive
- increased loss : The cost of the hardware and software is more and more due to yield improvement,but the result is still not ideal
We offers solutions to Semi-conductor manufacturers , PCB manufacturers, Electro-optical industry, Bio and Pharmaceutical Industry. The AI algorithm of AIBDT platform has been verified by diversified sectors and effective improving the yield rate.
Customer-Oriented | Subcription Service
AIBDT is designed by the concepts of cusomer-oriented in the aspects of system planning, installation, operation and maintenance. You do not need to worry about the budget again because we are providing yearly subscription service. We just want you to get the best CP value service with lower burden.
About Us
AIBDT has over 24 years of experience in semiconductor manufacturing fabs, ranging from process, yield improvement, productivity, product design, AI, Bigdata, IT, and related key fields. Additionally, AIBDT has 15-years of practical experience in developing AI data analysis capabilities to identify process abnormalities, helping fabs to achieve values over $10 billion
Partnership
What we do
Yield Improvement
Optimization
AIBDT's modular structure provides a flexible combination of scalable hardware, software, development tools, and consultancy services that ensures users are optimizing their investment and implementing continuous improvements
AI+Bigdata
The AIBDT Analysis Decision Platform helps manufacturers achieve their Industry 4.0 goals by collecting data from all aspects of the factory and using AI to analyze the collected information, identify production abnormalities, and generate multiple report types so users can harness insights to increase fabrication efficiency, decrease losses, and improve product quality
Identification in seconds
By employing AIBDT solutions, the root causes of the abnormalities were identified within just seconds, allowing the engineering team to quickly implement solutions to solve the core of the problems. The solution also enables the manufacturer to assess future issues by clearly displaying the specific causes and locations of the abnormalities (equipment, recipes, or the thousands of processes that take place in the facility).
AIBDT participated in the eight major new innovations of Jingcheng AGP 2021 SaaS, leading the innovation of smart manufacturing
January 2022
AIBDT is honored to be one of the new SaaS companies in Jingcheng AGP 2021. This is an affirmation of our development in the field of intelligent manufacturing. AIBDT is committed to integrating AI technology and big data analysis to provide revolutionary solutions for the manufacturing industry. Participation in this event was highly publicized and received frequent media coverage. We will go all out to participate in AGP 2021 and join hands with other new entrepreneurs to create a new era of smart manufacturing!
AI+Big Data Technology to Yield Analysis and Optimization in the Semiconductor Industry
September 2021
Taiwan has been recognized for its outstanding performance in Wafer Manufacturing, IC Packaging Services, Semiconductor, PCB and optoelectronic industry, etc. However, the limitation of the evolution of industries now is the lack of talents, experiences, and capacity of production control
Contact Us
Please fill in the below table in favor of contact you
Plese do not hesitate if you have any questions. Tel: +886 227455275 or mail to sales@aibdt.com.tw
