Stop analyzing the past. Start designing the future.
Integral Solutions is a leading provider of advanced data analytics and the development of data and AI solutions. As a certified Altair partner and distributor of the RapidMiner platform, we implement predictive analytics systems that transform raw data into precise business forecasts.
We provide solutions based on technologies from world leaders
Altair RapidMiner once again recognized as the Leader in the ranking 2025 Gartner Magic Quadrant for Data Science and Machine Learning platforms - now as part of Siemens Digital Industries Software.
(Gartner, "Magic Quadrant for Data Science and Machine Learning Platforms", 2025)
Advanced analytics is a set of analytical techniques that go beyond traditional reporting - it includes predictive analytics (predicting events before they happen), machine learning algorithm (data-driven learning models) and prescriptive analytics (recommendations for optimal actions). Platform Altair RapidMiner, now part of Siemens Digital Industries Software, combines no-code AutoML, SAS/Python/R code support, and real-time dashboarding in one integrated environment.
BI tells you "what happened." Advanced Analytics tells you "what will happen"—and what to do before it happens.
The new era of business analytics: From chaos to predictability.
Traditional Analytics
80% of analysts' working time is wasted on tedious data preparation (Data Prep).
Decisions made based on "gut feeling" or outdated reports from a month ago.
High licensing costs and dependence on closed environments such as SAS.
Advanced Analytics Edge
Automation of analytical processes: The system prepares the data itself, leaving you to focus on strategy.
Predictive Insights: Get notified of a machine failure or customer churn before it happens.
Altair SLC (Freedom): Run your existing SAS code in a modern, cheaper, and faster environment without architectural changes.
20-50%
This is how much the reduction in forecasting errors can be after implementing AI-driven forecasting - with a simultaneous decrease in lost sales and product unavailability by up to 65%.
McKinsey & Company, "AI-driven operations forecasting in data-light environments", 2022
25-40%
This is how much administrative costs can be reduced after implementing AI-driven forecasting, in addition to reducing forecasting errors by 20–50%.
McKinsey & Company, "AI-driven operations forecasting in data-light environments", 2022
39 %
FP&A teams using AI/ML spend this much time on high-value activities, compared to 34% in teams that do not use these technologies.
FP&A Trends Survey, 2024
ANALYTICAL SAVINGS CALCULATOR
How much does a lack of data automation cost you?
32
10 000 PLN
Automating data analysis with RapidMiner will allow you to recover
153,600 PLN
per month. This is the equivalent of 15.4 full-time positions that your people can devote to innovation.
Proof of Concept: Transformations that deliver market advantage.
International paper
Production
Predictive Maintenance and real-time process analytics.
✓ Millions of euros in savings thanks to reduced material losses and quality prediction on the production line.
DATEV
Services
Migrate safely from SAS with Altair SLC.
✓ Drastic reduction in licensing costs while maintaining 100% continuity of business and analytical processes.
Logix Federal Credit Union
Finances
Full reporting automation.
✓ Reducing the time needed to build complex dashboards by 70% and immediately delivering insights to the management board.
Altair RapidMiner - now part of Siemens Digital Industries Software
28 %
annual growth rate of the global predictive analytics market in 2025–2030 - which confirms that it is one of the fastest growing segments of analytical software for companies.
Grand View Research, "Predictive Analytics Market Size, Share | Industry Report 2030", 2026
61 %
organizations are changing or rebuilding their data & analytics operating model under the influence of AI - to better support scale, governance and agility across the entire company.
Gartner, "Gartner Survey Finds 61% of Organizations Are Evolving Their D&A Operating Model Because of AI Technologies", 2024
45 %
organizations with high AI maturity keep AI projects in production for at least three years - compared to 20% in companies with low maturity.
Gartner, "Gartner Survey Finds 45% of Organizations With High AI Maturity Keep AI Projects Operational for at Least Three Years", 2025
Tools built for data visionaries.
Altair RapidMiner Platform - Interactive Preview.
Your transition process to Advanced Analytics.
Audit & KPI
We define metrics that actually drive your financial results.
Data Engineering
We build a coherent analytical solution (Lakehouse) by connecting data silos.
ML modeling
We create learning models that detect patterns inaccessible to humans.
Automation & Dashboarding
We implement self-service dashboards that "tell" you what to do.
"Data engineering is not just about collecting data, but about giving it a structure that allows AI models to 'think.' Integral Solutions We turn technical noise into a clear business signal. My greatest satisfaction comes when a client sees a problem on the dashboard for the first time, a problem they previously only suspected existed."
We support your experts with no-code tools so they can create their own analyses without writing complex scripts.
Procurement
We implement the model life cycle (MLOps), ensuring their high precision and validity for years.
Technology
The most powerful analytical duo on the market: Altair RapidMiner (AI/ML) and Altair SLC (native SAS code support).
Benefits for your teams.
CDO / Head of Data
Auditable and secure architecture for AI, compliant with enterprise standards.
BI Analyst
No more manual refreshing of reports in Excel – move to advanced data interpretation.
CFO (Chief Financial Officer)
More accurate financial forecasting and real control of analytics costs.
a Data Scientist
A stable environment that shortens the time from experiment to model deployment in production.
Siemens' acquisition of Altair for approximately $10 billion in 2025 added RapidMiner to the Siemens Digital Industries Software portfolio. Siemens notes that its combination of expertise in simulation, HPC, data science, and AI creates the most complete AI-powered industrial software portfolio it offers.
Siemens, "Siemens acquires Altair to create most complete AI-powered portfolio of industrial software", 2025
60 % organizations today use artificial intelligence for predictive analytics in key business processes - this is proof that predictive analytics has ceased to be an experiment and has become a standard operational element of modern companies.
Next-generation credit scoring and intelligent fraud detection.
Production
Predictive Maintenance – eliminate unplanned downtime and failure costs.
Retail
Real-time hyper-personalization of offers and demand prediction (Forecasting).
Energetics
Optimization of resource consumption and intelligent forecasting of network loads.
Frequently asked questions about data analytics.
It is a process that uses statistics, ML, and AI to discover hidden patterns in data and predict future business events.
No. With Altair SLC technology, you can run your existing SAS code without changes, saving on licensing costs.
Any - from traditional SQL databases, through machine logs (IoT), to unstructured data such as PDFs or social media.
No. It offers a full visual interface (no-code), but allows experts to inject their own Python or R scripts.
Predicting the future requires flawless data from across the entire organization.
Data Governance and Data Quality
Predictive models are only as accurate as the data that powers them. Data Governance ensures that the input data to Altair RapidMiner models is complete, consistent, and error-free before it becomes a business decision.
Predictive analytics requires data from all organizational systems simultaneously. iPaaS provides consistent, real-time flow to the analytics platform—no manual exports or delayed reports.
A complete customer profile is the foundation of the most accurate models: churn prediction, next-best offer, and behavioral segmentation. Without Customer 360, analytics predict behavior based on fragments, not the full picture.
Product data feeds demand forecasting, pricing optimization, and product range planning models. PIM provides analytics with consistent, comprehensive product data; without it, models operate on incomplete input data.
Analytics' predictions and recommendations are only valuable when they trigger automated action. AI agents powered by RapidMiner model results close the loop—from analysis to decision, without delay or human intervention.
Analytical model results are delivered to users via applications. Mendix allows you to build dedicated predictive dashboards and scenario tools for finance, sales, and supply chain departments—customized without IT involvement.
this is how much the global predictive analytics market will be worth in 2032 (growth from USD 22,2 billion in 2025 - CAGR 22,5%).
Altair RapidMiner - A Leader in the 2025 Gartner Magic Quadrant for Data Science & ML Platforms. Now part of Siemens Digital Industries Software.
Fortune Business Insights, "Predictive Analytics Market", 2025 · Gartner Magic Quadrant for Data Science and ML Platforms, 2025
Ready for analytics that deliver results?
Tell us about the challenges you're facing today (e.g., SAS migration, report automation, predictive maintenance). Our architects will prepare a free implementation concept for you.