Solutions
For every 3% improvement in demand forecasting, the company can achieve up to 1% in real growth. TS.4kst delivers the most accurate results for each time series, with every run, without relying on a technical team.
LGPD compliance
BCB Resolution 85/2021
ISO/ISE 27001:2022 certification 
50%
Accuracy Gain (MAPE) vs. Amazon SageMaker Canvas
2 of 3
Categories in the M3 dataset that surpass the global state of the art
30%
improved accuracy compared to the client's previous method
1M
from batches processed at 6:30 a.m. using the Ultra Fast feature
There is no single algorithm that always wins. There is the right algorithm for each series, at that particular moment. That is why TS.4kst pits 20+ algorithms—including classical statistics, machine learning, and deep learning— against each other in a “competition” with every run.
The system automatically identifies and delivers the most accurate result. “Challenging algorithms” may take the lead in processing the same series at different times.
We submitted datasets from the M3 competition to TS.4kst and compared its predictions to the values presented in the Forecasting Benchmark Data, a world-renowned benchmark in the field of time series forecasting.
In this “Olympics,” which brings together legendary competitions such as M3, M4, and M5, the technology delivered performance that was competitive with or superior to the global state of the art in monthly and quarterly series, with a technical tie in annual series.
Using the MASE metric, TS.4kst outperformed more highly regarded algorithms in the global scientific literature.
The platform identifies the right algorithm for each series at any given time, without blindly relying on a single methodology.
Generate aggregated forecasts by SKU, POS, channel, person, region, etc. Decisions are made where the details are.
Indicators that can influence the pattern of the results and increase the accuracy beyond what the data series alone provides.
Various prediction methods and the ability to process 1 million time series in just 6 hours and 30 minutes.
Trade without relying on a technical team or configuring complex algorithms. 100% online platform
No-commitment plans that adapt to your needs.
Use the calculator to estimate the credit usage for a prediction.
Professional
For teams and companies with a regular need for predictions.
R$ 3,500.00 / Monthly
How many credits do you need each month?
Features:
Advanced ML Pipeline (AutoML)
Automated Machine Learning (AutoML) using statistical methods, machine learning, and deep learning.
Prediction Methods
Choose from different pipeline execution modes for datasets containing tens to hundreds of thousands of time series.
"Ultra-Fast" Processing
Process massive volumes of time series all at once at an impressive speed.
Prediction for Aggregations
Generate predictions for groups of series using aggregated data.
External Variables
Include external variables to be taken into account during processing.
Access Control
Support for different user profiles: Administrator, Data Scientist, and Viewer.
Enterprise
For organizations with large volumes of predictions.
Custom "
" Terms and Conditions
Everything related to your career, including:
Customized Loans
Custom credit packages tailored to your specific situation and volume
Priority Support
Priority SLA and a dedicated support queue for your company
Here you'll find quick answers to the most common questions about TS.4kst
No. 4kst handles all the technical aspects and provides full support. The tool is online and intuitive.
No. Registration is free for 14 days. You'll only be charged if you decide to continue with the Professional Plan.
The trial already includes 3,000 credits at no cost. After 14 days, the credits will be those included in the package selected under the Professional Plan.
You will be able to generate more assertive forecasts and compose scenarios for planning purchases, organizing the production chain, commercial actions, seasonal pricing, etc.
Yes. The TS.4kst tool is 100% integratable via API, allowing you to connect to internal systems, CRMs, ERPs or your own platforms, all quickly and securely.
LGPD compliance
BCB Resolution 85/2021
ISO/ISE 27001:2022 certification 