Virtual Data Scientist Platform by AutoML

Main Features
  • Fast time to Market and ROI
  • Market-proven industrial ML applications(/templates)
  • Painless to Hands-on
  • 5 minutes to build ML models by Auto-mode
  • No-coding & limited ML knowledge required
  • 50+ ML algorithms
  • Reduce Total Cost of Ownership
  • Flexible & modular pricing by annual subscription
  • Prompt technical SOP transferring & after service


Virtual Data Scientist Platform by AutoML

The PROFET AI AutoML Enterprise/Lite is an AutoML solution (Industrial AI Solution for numerical analysis) gains the insight for manufacturing parameters, recipes, unexpected failure, anomaly detection and industrial issues from field (ISA 95, Level 0 and 1) to Level 3 IT systems (Manufactruing Operations Management/ MOM) and Level 4 IT Systems (Enterprise Process Management/ EPM). Flow-oriented UI/UX design makes it intuitive to input datasets (SQL, MSSQL, MySQL, ProstgreSQL, Oracle Databse, MongoDB, Excel, CSV),clean data(ETL/ Extract, Transform, Load),pick ML (Machine Learning) algorithms, train models in 5 minnutes then view score, performance of build-models, deploy models for inference to verify target/valued matrix of industrial issues and applications.

ProfetAI System Architecture

Furthermore, the Industrial AI Solution can re-train the models, manage the product life cycle of models and even record the relation among datasets, applied algorithms and models as history to accumulate the knowhow and experiences of your business.
The PROFET AI AutoML Enterprise/Lite is not just an AutoML solutions, but also the Virtual Data Scientist Platform to help employees to upgrade the AI & Analytics capabilities and gain the profitable insight to improve business performance at all times.

With 50 more up-to-date machine learning algorithms(Bagging, Decision Tree, Gradient Boosting, and more), the Industrial AI Solution can train the models more advance and accurate. The models can be downloaded to IIoT gateway, PAC, PLC, PC-based PLC (SoftPLC), PC-based PAC (SoftMotion), Motion Controller then deploy the models for inference and profitable actions by RESTful API, such as SIEMENS SIMATIC S7-1500, Rockwell Automation (Allen Bradley) CompactLogix 5480, BECKHOFF TwinCAT 3 on CX 2072 as microservices (container-based). It competes with DataRobot, PTC ThingWorx, SAS, C3 AI as AI SaaS for numerical analysis. The cloud native architecture makes it available on the platforms of marquee Cloud Service Providers (CSP), including AWS (Amazon Web Service), Microsoft Azure, Oracle Cloud Infrastructure and SIEMENS MindSphere. Besides the on-premise installation is also available, the users can deploy securely in-house or perform hybrid cloud architecture for powerful and Elastic Computing resources and yet data privacy. This is a complementary software suite to AVEVA, OSIsoft PI, Aspentech, Wonderware InTouch, Bentley Systems and any industrial software suites for AI/ML/Big Data/Numerical Analysis as the assistive tool in many industrial applications and systems.
The PROFET AI AutoML Enterprise/Lite is a no-code AutoML platform to make your business protfit at all times.

AI Functions & Mudules

System Management
System Management
The System Management offers user setup, job status & system loading, license activation and log recording to monitor and operate the PROFET AI suite.

Dataset Manager>
Dataset Manager
The Dataset Manager adds, operates and manages the datasets from files and database.

Model Manager
Model Manager
The Model Manager includes ML model training(Model Manager) and model inference(Model Result) for numerical and time-series data and applications.
The Model Manager allows you to train the ML models by Auto/Rapid/Precision Modes with no coding and low-understanding of the ML algorithms.
The Model Result allows you to run the followings:
  • View the score and performance KPIs of each models
  • Compare the score and relationship among models.
  • Perform the model inference of each models for label simulation

Parameter Optimization>
Parameter Optimization
The Parameter Optimization allows you to combine various models and configure labels, features, weight then generate the optimized results combinations by features for the target labeling value of your applications.


AI Software Suite  Data Manager
  • Support file format: .CSV, Excel
  • Support database type: MSSQL , Oracle Database, MySQL, PostgreSQL, MongoDB
  • Unlimited Dataset Table (Depends on Storage Size)
  • Assistance Chart: Correlation Heat Map, PDF/CDF Chart

Model Manager
  • Unlimited Model Table
  • Default Model for Edge Download: 10 models
  • Default Training Mode: Auto/Rapid/Precise
  • Default Algorithms: 50+ (Bagging, Decision Tree, Gradient Boosting, …)
  • Assistance Chart: Models Ranking, Features Ranking Correlation Heat Map, CV Score, ROC Curve
  • Inference Interface: RESTful API

System Management
  • Default Users: 1 account, non-concurrent user
  • Default License: 3 modules (Dataset Manager, Model Manager, System Management)
  • Default License of System Management: Log Manager, Audit Log
  • Optional License of System Management(concurrent user): User Manager, Role Manager, Permission Manager, Online User Manager, Job Manager, Project Manager, License Manager
  • Option License: Parameter Optimization

 Parameter Optimization (Optional)
  • Default Optimizer for Edge Download: 10 models
  • Default Optimizer by Excel: Unlimited

AI Training Server

TT 300-F33

NISE 3900E2


NISE 70-T03


Intel® Gen 6/7/8/9 Core™ i7/i5/i3 socket

Intel® Gen 8/9 Core™ i7/i5/i3 socket


Intel® Core™ i7-185G7E

(1.80GHz, 4C8T, 15W)



2 x DDR4 SO-DIMM 32GB Max.


LAN & COM Port

3 x GbE,2 x RS232/422/485, 4 x RS232

3 x GbE, 2 x RS232/422/485, 2 x RS232


2 x GbE, 1 x GbE PHY

1 x  RS232/422/485, 1 x RS232


ATX , 12…24V DC

ATX, 9…30V DC


ATX , 12…24V DC

Dimension (mm)

269(W) x 159(D) x 136(H)

215(W) x 272(D) x 115(H)


199(W) x 150(D) x 38(H)

Ordering Information


(1 named account, non-concurrent user)
Including System Management(Log Manager, Audit Log), Dataset Manager, Model Manager
• PN:6014500198X01

System Management
(1 concurrent user license)
• PN:6014500200X01

Parameter Optimization

Edge Download

PROFET AI AutoML Enterprise
(3 concurrent users, 30 edge licenses)
With all features, including unlimited Anomaly Detection
• PN:6014500209X01

PROFET AI AutoML Enterprise, option
(1 concurrent user, 10 edge licenses)
• PN:6014500210X01

Edge License
for PROFET AI AutoML Lite/PROFET AI AutoML Enterprise

Edge License (1 model)
• PN:6014500211X01

Edge License (10 models)
• PN:6014500212X01

AI Edge Inference Platform

Intel® Atom™ processor J1900 Quad Core 2.0GHz slim fanless system
• PN:10J700200004X0

NISE 52-A01
Intel® Celeron® J3455 processor fanless system
• PN:10J00005200x0

AI Training Server

TT300-F33 with CPU i7-8700T
• PN:10JT0030005x0

NISE 3900E2
8/9th generation Intel® Core™ i7/i5/i3 fanless system with two PCIe x4 expansions
• PN:10J00390001X0

NISE 70-T03
Intel® Core™ i7-1185G7E Tiger Lake-UP3 processor fanless system
• PN:10J00007002X0


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