• A.I SOLUTION TOCREATE REAL VALUE FOR ENTERPRISES
  • The world isshifting to Machine Learning
  • every process todiscover real value from data
  • Why Machine Learning?It’s intelligent
  • Meets the User’sVarious Functional Needs
  • End-to-End Seamless Process throughan Intuitive UX & Automated Functionalities

Features

"DAVinCI LABS" - AI based data analytics system
AI (Artificial Intelligence) is no longer a technology that exists only in movies.
DAVinCI LABS - an AI designed specially for enterprise value creation - will assist you in complex data analysis.
Through DAVinCI LABS, you can have AI that you need for your business innovation.
YOUR PERSONAL ARTIFICIAL INTELLIGENCE
If you have any questions about the price of the license or the enterprise demo version in which uploading your own data is possible, please send us an email at contact@solidware.io.

Process

UX that navigates like a data analyst.
AI engine proven with excellent results.

Discovering hidden patterns inside diverse datasets requires sophisticated data pre-processing and analytics technology

In DAVinCI LABS, we have bundled years of research and know-how gained from enterprise projects by our world-class machine learning scientists

A factory image to depict DAVinCI LABS processes
  1. Data Upload
    1. Extract structured data from the internal and external datasources
    2. Assign primary key for collecting and merging data
    3. The target variable along with its respective variables for each PK must have been defined
  2. Data Preprocessing
    1. Convert data into numeric format that machine learning can recognize
    2. Smart data preprocessing by automatically detecting missing values
    3. Basic statistical analysis and baseline fitting
  3. Training Models
    1. Parameter optimization for machine learning algorithms
    2. Rich library of state-of-the-art algorithms including Deep Learning & GBM
    3. Automatic seleciton of the champion algorithm to maximize performance
    4. Developing outstanding models with just a few clicks
    5. Automatic cluster analysis feature
    6. Automatic grading system by each model
  4. Prediction Model & Reporting
    1. Automatic report creation for comparing models
    2. Evaluate individual prediction and statistical analysis in Excel file
    3. List of all fields’ weights with respect to the target
    4. Evaluate the developed model using a new dataset
    5. Download the prediction function as a JAVA library for real-time operation
Keep prediction models up-to-date with DAVinCI LABS's instant retraining feature
  1. AI will learn from new incoming data and reflect it in the re-trained model
  2. Updated prediction function will be automatically produced for easy system integration & real-time operation

PHASE 1Prediction model generation via Machine LearningTraining models based on past data

Client DB (Big Data)

Finance, commerce, manufacturing, medical, etc.
data

Model training & analysis

Data pre-processing & pattern recognition
analysis

Prediction function (scoring model) generation

prediction function

Mount prediction function on existing system

mounting prediction function

PHASE 2Operate & update prediction functionCompute prediction for new data / algorithm retraining

Accumulation of new incoming data

phase1 image1

Real-time operation of prediction function

prediction function

Apply predictions to business strategies

Credit scoring, Churn/fraud/defect detection, Target marketing responsiveness prediction
reporting

Algorithm retraining &prediction function update

training

Use Case

Specifications

PREMIUM ENTERPRISE
ENTERPRISE 
UPLOAD DATAFully Customizable
DATA RELATED
Maximum Allowable Data Size50 GBCustomizable
Analysis Duration Time (Depends on data size and algorithm type)10min ~ 1day10min ~ 1day
Data FormatCSV, XLS, XLSXCustomizable
Automatically Merging Multiple Data FilesXO
CLEANSE DATAFully Customizable
DATA FIELD MANAGEMENT
Selecting Target Field such as Risk, Churn RateOO
Adding/Deleting Particular FieldsOO
Capability to Modify Input Data (Grouping/Segmenting)OO
BASIC STATISCAL ANAYSIS
Baseline Analysis (Fitting Target Field Per Input Field)OO
Automatically Handling Missing ValuesOO
Automatically Handling OutliersOO
Automatic Computation of Fields’ImportanceOO
Visualization of Analysis including Distribution HistogramOO
Time Series Analysis Per Field (Trending & Seasonality)XO
MACHINE-LEARNING BASED MODELINGFully Customizable
DATA SPLIT
Random Split (Users’Input on Training Data:Validation Data Ratio)OO
Time-Series Split Based On Users’InputOO
MACHINE LEARNING ALGORITHMS
Neural Network (Deep Learning)OO
Gradient Boosting MethodOO
Ridge RegressionOO
Random ForestOO
Generalized Linear ModelOO
Logistic RegressionOO
Automatic/Manual Cluster Analysis FeatureOO
Algorithm Parameter Automatic/Manual Tuning & OptimizationOO
Automatic Selection of Champion AlgorithmOO
Ensemble (Algorithm Combination) FeatureOO
Development & Implementation of Custom AlgorithmXO
Joint/Multi-target Training FeatureXO
OTHER OPTIONS
Automatic/Manual Grading System For Scoring ModelOO
Simultaneous Training of Multiple AlgorithmsOO
Validation of Models’Outcome with New DataOO
PREDICTION FUNCTION & REPORTINGFully Customizable
REAL-TIME OPERATION PREDICTION FUNCTION
Download the Prediction Function as a Java LibraryOO
REPORTING
GINIOO
K-SOO
Precision-Recall CurveOO
AUROCOO
MSEOO
Comparing Multiple Models’ PerformanceOO
Importance Analysis per FieldOO
Visualization of the Results including Distribution HistogramOO
Downloadable Excel File with the Model Results (Individual Prediction)OO
Performance Testing Features including Possibility of OverfittingOO
CUSTOMER SUPPORT & MAINTENANCEFully Customizable
Email/Phone/Video Conference SupportOO
Solution Installation & Implementation with no Additional CostOO
Free Maintenance on Solution & Hardware ServerOO
Solution Training Sessions2 times5 times
Materials including User Manual & Modeling Education ProvidedOO
Data Preparation & On-Site Modeling ConsultingAdditional Fee RequiredAdditional Fee Required
LICENSE PRICE
contact@solidware.ioENTERPRISE 
contact@solidware.ioPREMIUM ENTERPRISE
DAVinCI LABS Solutions & SpecificationsENTERPRISEPREMIUM ENTERPRISE
UPLOAD DATAFully Customizable
DATA RELATEDMaximum Allowable Data Size50 GBCustomizable
Analysis Duration Time (Depends on data size and algorithm type)10 min ~ 1 day10 min ~ 1 day
Data FormatCSV, XLS, XLSXCustomizable
Automatically Merging Multiple Data FilesXO
CLEANSE DATAFully Customizable
DATA FIELD MANAGEMENTSelecting Target Field such as Risk, Churn RateOO
Adding/Deleting Particular FieldsOO
Capability to Modify Input Data (Grouping/Segmenting)OO
BASIC STATISCAL ANAYSISBaseline Analysis (Fitting Target Field Per Input Field)OO
Automatically Handling Missing ValuesOO
Automatically Handling OutliersOO
Automatic Computation of Fields’ImportanceOO
Visualization of Analysis including Distribution HistogramOO
Time Series Analysis Per Field (Trending & Seasonality)XO
MACHINE-LEARNING BASED MODELINGFully Customizable
DATA SPLITRandom Split (Users’Input on Training Data:Validation Data Ratio)OO
Time-Series Split Based On Users’InputOO
MACHINE LEARNING ALGORITHMSNeural Network (Deep Learning)OO
Gradient Boosting MethodOO
Ridge RegressionOO
Random ForestOO
Generalized Linear ModelOO
Logistic RegressionOO
Automatic/Manual Cluster Analysis FeatureOO
Algorithm Parameter Automatic/Manual Tuning & OptimizationOO
Automatic Selection of Champion AlgorithmOO
Ensemble (Algorithm Combination) FeatureOO
Development & Implementation of Custom AlgorithmXO
Joint/Multi-target Training FeatureXO
OTHER OPTIONSAutomatic/Manual Grading System For Scoring ModelOO
Simultaneous Training of Multiple AlgorithmsOO
Validation of Models’Outcome with New DataOO
PREDICTION FUNCTION & REPORTINGFully Customizable
REAL-TIME OPERATION PREDICTION FUNCTIONDownload the Prediction Function as a Java LibraryOO
REPORTINGGINIOO
K-SOO
Precision-Recall CurveOO
AUROCOO
MSEOO
Comparing Multiple Models’ PerformanceOO
Importance Analysis per FieldOO
Visualization of the Results including Distribution HistogramOO
Downloadable Excel File with the Model Results (Individual Prediction)OO
Performance Testing Features including Possibility of OverfittingOO
CUSTOMER SUPPORT & MAINTENANCEFully Customizable
 Email/Phone/Video Conference SupportOO
Solution Installation & Implementation with no Additional CostOO
Free Maintenance on Solution & Hardware ServerOO
Solution Training Sessions2 times5 times
Materials including User Manual & Modeling Education ProvidedOO
Data Preparation & On-Site Modeling ConsultingAdditional Fee RequiredAdditional Fee Required
 LICENSE PRICEContact us contact@solidware.ioContact us contact@solidware.io
  • SERVER SPECIFICATION
    CategoryMinimum Spec.Recommended Spec.
    CPUIntel Core i7 6900 (8 cores)Intel Xeon E2600 (10 cores)
    Memory64GB128GB or higher
    Graphic CardNvidia GeForce GTX980 or higherNvidia Titan X or higher
    SSD1TB2TB or more
    HDD3TB4TB or more
  • SERVER POLICY
    1. No additional cost if prepared by Solidware (Included in the License Fee)
    2. Additional cost needed if prepared by the client or request for a brand server (Server Cost)

FAQ

Team

Solidware
DAYLI Intelligence
Experts in machine learning, data science, and business management from around the globe have gathered here at Solidware.

Contact

SEOUL OFFICE

19F, Three IFC, 10 Gukjegeumyung-ro, Yeouido-dong, Yeongdeungpo-gu, Seoul, Korea
+82-2-6105-6397 Fax. +82-2-6105-8121
If you have any questions about the price of the license or the enterprise demo version in which uploading your own data is possible, please send us an email at contact@solidware.io.
Google map of our seoul office