Spreadsheet-Based Analytics With Zero Coding

Isalos is a no-code desktop analytics platform for predictive analytics, machine learning, AutoML, statistical analysis, and Design of Experiments (DOE) — available for Windows, macOS, and Linux.

AutoML
No Coding
Tab-Based Workflow
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Windows  |  macOS  |  Linux

Isalos Analytics Platform Interface
50+
Analysis Methods

Trusted by Leading Research Institutions Worldwide

Tab-Based Workflow

From Data to Insights in 5 Steps

Isalos uses a familiar tab-based interface where each tab acts as a processing node. Build complex analysis pipelines visually without writing a single line of code.

1

Instant Data Transformation & Preparation

Clean data is the prerequisite for Machine Learning. Isalos simplifies complex preprocessing with one-click operations.

  • Normalization: One-click Z-score and Min-Max methods
  • Data Manipulation: Select, remove, transpose data, fill missing values
  • Splitting: Kennard-Stone partitioning for rational dataset division
  • Variable Selection: Identify relevant variables, reduce dimensionality
Data Preparation Interface
2

Optimizing Production with Design of Experiments

Specialized tools for R&D and Manufacturing efficiency. Plan experiments systematically to maximize insights.

  • Factorial Designs: Identify key variables in chemical processes
  • Response Surface: Optimize processes with Box-Behnken, Central Composite
  • Space Filling: Build predictive models with limited prior knowledge
  • Mixtures & Robust Designs: Formulation chemistry and quality control
Design of Experiments
3

Advanced Machine Learning at the Click of a Button

State-of-the-art algorithms accessible to non-programmers. From regression to AutoML, all in one platform.

  • Regression: Random Forest, XGBoost, Neural Networks, and more
  • Classification: kNN, J48, decision trees for categorization tasks
  • Clustering: Uncover hidden patterns, segment data automatically
  • AutoML: Automatically discover best-performing models for your data
Machine Learning Interface
4

Rigorous Statistics & Model Validation

Ensuring statistical significance for safety and reliability. Comprehensive validation metrics and statistical tests built-in.

  • ANOVA & MANOVA: One-Way, Two-Way, Repeated Measures, Mixed ANOVA
  • Descriptive Statistics: Mean, median, mode, variance, standard deviation
  • Model Metrics: R², RMSE, MAE, confusion matrices, ROC curves
  • Curve Fitting: LC50/LD50 calculation for toxicity assessment
Statistical Validation
5

Transforming Data into Actionable Dashboards

Business Intelligence and plots designed for scientific data. Create presentation-ready visualizations instantly.

  • Dynamic Dashboards: Drag-and-drop interface with auto-scaling
  • Multivariate Plotting: Scatter, bar, line, heatmaps, 3D plots
  • Export Options: Save charts as images, PDFs for presentations
  • Project Collaboration: Share entire workflows with team members
Business Intelligence
Core Capabilities

No-Code Predictive Analytics & Machine Learning

Build regression, classification, clustering models with AutoML, comprehensive statistics, DOE, and interactive visualization — no programming required.

AutoML

Automatically test multiple algorithms (kNN, XGBoost, Random Forest, Neural Networks) and identify the best-performing models with hyperparameter optimization.

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Regression Analysis

Build predictive models with linear, polynomial, and multiple regression techniques without writing a single line of code.

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Classification

Automatically classify data and discover patterns with machine learning algorithms optimized for your dataset.

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Clustering

Discover hidden patterns and group similar data points with unsupervised learning algorithms.

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Statistics

Comprehensive statistical analysis including One-Way/Two-Way ANOVA, MANOVA, descriptive statistics, and curve fitting for rigorous data analysis.

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Design of Experiments

Plan and analyze experiments with full factorial, fractional factorial, and response surface methodologies.

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Anomaly Detection

Identify outliers and unusual patterns in your data with advanced statistical and machine learning methods.

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Interactive Visualization

Create stunning charts, graphs, and dashboards to communicate insights effectively to stakeholders.

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Spreadsheet Interface

Familiar tab-based workflow where each tab acts as a processing node. Import CSV, Excel files, and build complex analysis pipelines visually.

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10+
Years of R&D
50+
Analysis Methods
1000+
Active Users
100+
Publications
Real-World Applications

Published Research & Case Studies

Discover how researchers worldwide use Isalos Analytics Platform to solve complex problems in nanotoxicology, pharmaceutical sciences, environmental chemistry, and materials science.

PFAS Acute Oral Toxicity Prediction Using AutoML

February 2026 Toxics (MDPI)

A robust modeling framework for predicting PFAS acute oral toxicity in rats, leveraging AutoML capabilities. Four machine learning models (kNN, RF, XGBoost, NN) were optimized with automated hyperparameter tuning and stratified cross-validation, achieving 81.5% accuracy.

81.5%
Testing Accuracy
4
ML Algorithms
0
Lines of Code
Read paper

Predicting Cytotoxicity of Metal Oxide Nanoparticles

October 2020 Nanomaterials (MDPI)

A literature-curated dataset of 24 metal oxide nanoparticles enriched with 62 computational descriptors to predict cytotoxicity. Out of 77 descriptors, 7 were identified as significant predictors using kNN algorithm.

77
Descriptors
24
Nanomaterials
7
Key Predictors
Read paper

(Q)SAR Model for Metal Oxide Toxicity Using Facet-Based Properties

2022 Structural Chemistry (Springer)

Novel QSAR model exploring nanoparticle facets' influence on toxicity across three cell lines, combining DFT calculations with TEM image analysis for comprehensive structural characterization.

3
Cell Lines
DFT
Computational
TEM
Image Analysis
Read paper
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Solutions

Proven Applicability Across Industries

From academic research to pharmaceutical development and manufacturing optimization, Isalos delivers value across the entire value chain.

Academic Research

Empower students and researchers to conduct cutting-edge data analysis without programming barriers. Ideal for thesis projects, publications, and teaching.

  • QSAR/QSPR modeling
  • Toxicity prediction
  • Experimental design
  • Statistical analysis for publications

Pharmaceutical & Life Sciences

Accelerate drug discovery, optimize formulations, and predict biological activity with validated machine learning models.

  • Drug candidate screening
  • Formulation optimization
  • Safety assessment
  • Clinical trial analysis

Chemical & Materials

Design new materials, optimize chemical processes, and predict properties with DOE and machine learning for faster innovation.

  • Material property prediction
  • Process optimization
  • Quality control
  • Nanomaterial safety

Manufacturing & Process Control

Optimize production processes, implement predictive maintenance, and ensure quality control through data-driven insights.

  • Predictive maintenance
  • Process optimization
  • Quality control analytics
  • Production efficiency
Why Switch to Isalos?

The No-Code Alternative to SPSS, Minitab, JMP & R

Researchers and professionals worldwide are switching from legacy statistical software to Isalos Analytics Platform. Get AutoML, machine learning, DOE, and statistical analysis in one affordable, no-code platform.

Feature Isalos SPSS Minitab JMP GraphPad R / MATLAB
No Coding Required
AutoML (Automated ML)
Machine Learning (RF, XGBoost, NN)
Design of Experiments (DOE)
ANOVA & Statistical Tests
Clustering & Anomaly Detection
Interactive Dashboards
Cross-Platform (Win/Mac/Linux)

Full support   Limited / Add-on   Not available

Switching from SPSS?

Isalos gives you the same statistical tests (ANOVA, descriptive stats, curve fitting) plus AutoML and machine learning capabilities that SPSS lacks — at a fraction of the cost and with no coding required.

Switching from R or MATLAB?

Stop writing scripts for routine analysis. Isalos delivers Random Forest, XGBoost, Neural Networks, and DOE through a visual spreadsheet interface — same algorithms, zero code.

Switching from Minitab or JMP?

Get comparable DOE and statistical power with built-in AutoML, advanced clustering, and anomaly detection. Isalos runs on all platforms and costs significantly less per year.

Pricing

Simple Pricing for Isalos Analytics Licenses

Start with a 3-month free trial, then choose Pro or Academic licenses for continued access.

Free Trial
Experience the full platform with a 3-month free trial. No commitment required.
Free for 3 months
  • Full Platform Access
  • All Analytics Features
  • AutoML & DOE
  • Email Support
  • Mac, Windows & Linux
Start Free Trial
Isalos Pro
Full-featured license for professionals and researchers.
€499 /year
  • Full Platform Access
  • All ML Algorithms & AutoML
  • Complete DOE Suite
  • Business Intelligence
  • Priority Support
Get Isalos Pro
Isalos Academic
Discounted license for students, educators, and academic researchers.
€149 /year
  • Full Platform Access
  • All Features Included
  • Educational Resources
  • Academic Support
  • Valid Academic ID Required
Get Academic License
Testimonials

Loved by Data Professionals

See what our customers have to say about their experience with Isalos.

"Isalos Analytics Platform provides an intuitive and powerful environment for data analysis and machine learning, enabling rapid exploration of datasets and reproducible workflows without requiring programming."

ZL
Zacharia Lefteris
University of Nicosia

"With Isalos, we can perform advanced statistical analysis and predictive modeling in a streamlined way. The platform supports efficient decision-making and makes complex analytics accessible to a wider research audience."

IL
Iseult Lynch
University of Birmingham

"Isalos Analytics Platform is a robust solution for building and validating machine learning models. It supports transparent analytics and facilitates high-quality research through an easy-to-use interface."

FD
Francesco Dondero
University of Eastern Piedmont

Ready to Transform Your Data?

Experience the full power of Isalos Analytics Platform. Start your 3-month free trial today - no credit card required.

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Available for Mac, Windows, and Linux