Precise Support for Your Data Analyses

Your Path to Precise Decisions
Our customized support services help you gain valuable insights from your data. Whether it involves data preparation, statistical modeling, or process control—we provide the expertise you need to optimize your processes and reduce uncertainties. Together, we enable data-driven decisions that advance your business.

Our Services at a Glance:

Data Preparation and Orchestration

Optimal Use of Your Raw Data
We support you in efficiently organizing, cleaning, and preparing your data for analysis. This ensures that your data is structured and complete, enabling precise analyses and informed decisions.

Core Services:

    • Consolidating data from various sources
    • Automation of data preparation
    • Feature Engineering

Comparative Statistics and Analytical Methods

Informed Decisions Through Data Comparisons
Compare data from different sources or time periods to identify differences and patterns and make informed decisions.

Core Services:

    • Creation of comparison tables and charts
    • Statistical hypothesis tests and variance analyses
    • Correlation and regression analyses
    • Time series analyses and trend identification

Measurement System Analysis (MSA) and Test Process Capability

Ensure the Quality of Your Measurements
We support you in planning, analyzing, and optimizing your measurement processes to minimize uncertainties and ensure the quality of your products and processes.

Core Services:

    • Planning and execution of MSA
    • Assessment of repeatability and reproducibility (R&R)
    • Test process capability and measurement uncertainty analysis
    • Assessment and qualification of attribute measurement systems
    • Creation of test protocols

Statistical Process Control (SPC) and Process Capability Analysis

Continuous Monitoring and Optimization
Monitor and analyze your processes continuously to ensure they meet requirements and remain within tolerances.

Core Services:

    • Support in implementing and monitoring SPC systems
    • Statistical definition of sampling plans
    • AQL / RQL calculations
    • Determination of capability indices (Cm, Cmk, Cp, Cpk, Pp, Ppk)
    • Optimization of production processes
    • Automation of SPC data analyses
    • Statistical tolerance design
    • Process capability analyses for non-normally distributed data and one-sided limited characteristics

Reliability, Risk, and Lifetime Analysis

Maximizing Product Lifetime
Analyze and model the reliability of your products to maximize their lifetime and minimize failure risks.

Core Services:

    • Planning of reliability experiments
    • Lifetime modeling and analysis
    • Risk analyses and creation of lifetime curves
    • Development of maintenance strategies

Design of Experiments (DoE)

Efficient Experiments for Optimal Results
Through targeted experimental design, you can systematically analyze and optimize the influences of various factors on your processes and products.

Core Services:

    • Development of experimental designs (e.g., factorial, response surface, Taguchi, mixture, and optimal designs)
    • Analysis and optimization of experimental results
    • Reduction of experimental costs and time
    • Implementation of DoE in process and product development

Statistical Modeling, Data Mining, Machine Learning (ML), and Artificial Intelligence (AI)

Modern data-driven analytical methods for quality, processes, and industrial applications.

The focus is on practical and comprehensible applications in industrial environments, particularly in quality management, production, process optimization, and data-driven improvement projects.

Core Services and Typical Application Areas:

  • Creating analyzable and automatable data structures
  • Discussion and establishment of high data quality
  • Predictive quality and data-based quality forecasts
  • Analysis of process and production data
  • Root cause analysis of complex quality problems
  • Pattern recognition and anomaly detection
  • Data-driven process optimization
  • Classification of defect patterns
  • Prediction of scrap and quality deviations
  • Multivariate data analysis and relationship models
  • Support for data-based decision-making processes
  • Deployment and automation of methods and procedures

Depending on the task, different methods are employed, for example:

  • Regression models and statistical relationship analyses
  • Classification models (ordinal, nominal, binary)
  • Cluster analyses
  • Decision trees
  • Random Forest
  • PCA and multivariate methods
  • Machine learning methods
  • Practice-oriented support from data preparation through data analysis to implementation

Understand data. Improve processes. Make quality predictable.

The successful application of modern analytical methods requires not only methodological expertise but above all experience in handling real process and quality data. This is precisely our focus.

Through many years of experience in statistics, Six Sigma, quality management, and statistical analyses, you receive not theoretical standard solutions but practical and comprehensible approaches with direct benefits for your processes and decisions.

Support on Demand

Do you occasionally have questions about statistical data analysis or need assistance with applying Six Sigma and Lean methods? We are here for you—flexible, competent, and exactly when you need us!

Whether smaller everyday challenges or larger project questions: We offer you a reliable sparring partner for your analyses, result presentations, or methodological challenges. With our support, you solve data-based questions quickly and efficiently—and keep your mind free for your daily business.

Your Advantages with Our Support on Demand

  • Quick Solutions for Your Questions: Whether it involves complex statistical analyses or brief inquiries—we are flexibly available and happy to support you.
  • Efficient Collaboration: In online meetings, we work live on your tasks, clarify questions, and develop solutions together.
  • Technical Assurance: Use us as a sparring partner to review your analyses and results—reliably and practically.
  • Flexibility for Your Team: Our support adapts to your needs—on-site, via email, online, or by phone.

Our Support Models—Stay Flexible

We offer you two transparent and fair support concepts that are entirely oriented to your needs:

  1. Support Package (Prepayment)
    • Receive 10 hours for the price of 8—full flexibility and immediate support.
  2. Support Framework Agreement
    • Quarterly billing of services rendered—ideal for long-term partnerships.

In both cases, we maintain a transparent service log that is agreed upon before invoicing.

Introductory Offer: Together – Live – Online!

Not familiar with us yet? Test us with our starter package:

  • 1 hour of online support free of charge!
    Are you satisfied? Then receive your individual
  • support offer for 10 hours of online support for the price of 8. We are happy to support you with your questions!

See for yourself!

Many of our clients from a wide variety of industries already rely on our support and have concluded a support agreement with us. Why? Because they know they can count on high-quality, flexible, and fast support.

Let our service convince you as well—we look forward to getting to know you!

Let's take the next step

Let’s take the next step and talk. Test our statistics support free of charge. We are convinced that the proper application of statistical tools provides added value for processes and products. Not least, your experience, your knowledge, combined with the correct application of statistical methods, often hold unimagined potential. See for yourself…

BNB Quality Statistics and Training offers you support for statistical analyses of your own data and questions via phone, email, and live online meetings. With the support contracts developed for this purpose, you receive reliable, transparent, and needs-based support.

We are happy to support you with your data-related questions as well. Simply send us an email or call us.

ATTENTION: We naturally treat customer data with respect and confidentiality at all times. Nevertheless, please be sure to check which data you provide to us, whether it can be anonymized, and whether we need to establish a contractual agreement in advance.

Direct link to the BNB YouTube channel

BNB-YouTube-Kanal

TitelLink – zu YouTubeThema
t-Test 1 SPt-Test 1SPAnleitung für einen t-Test bei einer Stichprobe (zweiseitig)
t-Test 2 SPt-Test 2SPAnleitung für einen t-Test bei zwei Stichproben (zweiseitig)
Test auf Normalverteilung (AD)Normalverteilung AD TestAnleitung für einen Test auf Normalverteilung
Trennschärfe und Stichprobenumfang (Prinzip)StichprobenumfangErmittlung von Trennschärfe und Stichprobenumfang für einen t-Test bei einer Stichprobe (zweiseitig)
MSA Typ IMSA Typ 1Anleitung zur Messsystemanalys ( MSA ) Typ I
MSA Typ IIMSA Typ 2Anleitung zur Messsystemanalyse (MSA) Typ II (gekreuzt)
MSA Typ IIIMSA Typ 3Anleitung zur Messsystemanalyse (MSA) Typ III
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