StatSoft

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Overview

$25,000+

Min Project Size

$50 - $99/hr

Avg Hourly Rate

10 - 49

Employees

1995

Year Founded

ABOUT STATSOFT

Your Partner in Data Analysis

As a frontrunner in advanced data analysis, statistics, and machine learning tools and services, we enable businesses to thrive. For thirty years, we have assisted companies from various industries in transforming raw data into valuable insights, allowing for informed business choices. At StatSoft, we prioritize quality, encourage innovation, and customize solutions for every project. We believe that our success is directly linked to that of our clients, and we cultivate lasting relationships based on trust and reliability.

Languages Spoken

EnglishPolish

HIGHLIGHTS

$25,000+

Min Project Size

$50 - $99/hr

Avg Hourly Rate

10 - 49

Employees

1995

Year Founded

Services

Focus

Industries

Clients

Services Provided

15% AI Strategy & Roadmap Consulting

20% Machine Learning Model Development

5% Other IT Consulting and SI

10% BI & Big Data Consulting & SI

50% Business Intelligence (BI) Dashboard Development

Portfolio

Predictive Maintenance

Polteknik

Challenge Polteknik Sp. z o.o. provides metal processing machinery, including essential sheet metal bending machines used across various sectors such as automotive, appliances, and metalworking. Unexpected downtime incurs substantial costs—both direct (loss of production, service) and indirect (delays, penalties, and lower quality). The project's goal was to establish a system for detecting early signs of component wear or machine failure risks, transitioning from reactive to predictive maintenance, with the requirement that the solution be scalable and deployable globally. Solution The initiative was conducted in partnership with Polteknik Sp. z o.o., StatSoft Polska, and STIGO Sp. z o.o. Polteknik managed data collection from the machines, pinpointed vital measurement points, and installed sensors to track operating parameters. The collected data were integrated into an analytical framework to correlate deviations with the actual condition of the machines. StatSoft Polska oversaw the analytics process and developed predictive models using PCA, KNN, MCD, and autoencoder algorithms. An anomaly score was created to indicate potential failure risks, and supervised models were assessed to predict future risk trends. The system architecture was designed to be adaptable, facilitating the easy integration of new machines, sensors, and data sources. STIGO created user-friendly software that allowed for automated data gathering, continuous monitoring, and real-time alerts. Results Maintenance could be scheduled based on actual data. Components were replaced preemptively before they failed. The likelihood of unplanned downtime diminished, and service teams gained enhanced insights into machine conditions. The machine manufacturer improved its competitive edge. Summary This project illustrates how advanced data analytics and machine learning facilitate the transition from reactive to predictive maintenance, enhancing machine reliability and providing long-term benefits for both manufacturers and their clientele.

Projects & Clients

Project Size & Rate

Minimum Project Size

$25,000+

Average Hourly Rate

$50 - $99/hr

Pricing Snapshot

Min Project Size

$25,000+

Avg Hourly Rate

$50 - $99/hr

Cost Rating

N/A

What Clients Have Said

"StatSoft delivers quality projects within budget and timeline expectations based on verified client feedback."

Based on verified reviews and internal benchmark data

PROJECT BUDGETS

No budget data yet. Reviewers either haven't shared a project budget or kept theirs confidential.

Select a service

AI Strategy & Roadmap Consulting

Machine Learning Model Development

Other IT Consulting and SI

BI & Big Data Consulting & SI

Business Intelligence (BI) Dashboard Development

Locations

Headquarters

Cystersów 9

Krakow, Lesser Poland, Poland 31-553

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Portfolio

Predictive Maintenance

Polteknik