PIDOTECH

AI-based autonomous optimization and data analysis software

AIDesigner tab is an AI-based software for autonomous optimization and data analysis that seamlessly integrates different
engines for Sampling, Metamodeling, Integrated optimization, Data analysis, and report generation from labeled data,
developed based on know-hows of PIDOTECH. With the use of AI, anyone can perform optimization and generate
a report of results without the knowledge of optimal design.

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Features of AIDesigner tab

· Easy to utilize without extensive engineering background for design optimization and data analysis.
· Autonomously generates the most appropriate set of sample points, taking into account the characteristics of design variables such as the number and format, as well as the computational efficiency.
· Autonomously generates the optimal metamodel that guarantees the predictive accuracy of the output variable.
· Autonomously selects the optimization algorithm suitable for the design problem.
· Autonomously generates an Excel Report in a data-storytelling format and provides guidance for improved design.
· Provides the Excel Report of results in 3 color modes.

Functions of AIDesigner tab

All procedures can be performed with autonomous selection of
appropriate design methodologies, without any user intervention.

01 Sampling

NEW!

02 Metamodeling

03 Optimization

04 Validation

NEW!

05 Data Storytelling

DAVIS*, developed by PIDOTECH, is a data-storytelling technology for design optimization, which provides reports
of results and design guidelines in a data-storytelling format that users can intuitively understand.
* DAVIS (Data Analysis, Visualization and Interactive Storytelling)

Data Collection

Autonomously collects required data for analysis by using ML Models.

Data Analysis

Extracts useful information to explain results such as optimal design, contribution analysis, trade-off analysis, and sensitivity analysis.

Narrative Generation

Generates narratives that explain and summarize analyzed results to assist users in understanding.

Visualization

Generates various visual materials to assist engineers in understanding key outcomes.

Excel Deployment

Generates Excel report that includes interactive features along with explanations and visual materials

Contents of AIDesigner tab

DAVIS Based Results Report

With DAVIS technology, writing report that can take several days can be completed within minutes.
The exported Excel-format report can be used by anyone without the need for a license, enhancing the efficiency.

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