POWERING YOUR BUSINESS

WITH ADVANCED

DATA ANALYTICS.

OUR SERVICES

DIAGNOSTIC ANALYTICS

  • In-depth root cause analysis for operational issues including drill-down reporting. Identification of unusual data patterns (anomalies) that may indicate issues requiring attention.

  • For industrial machinery, diagnostic data analytics helps prevent costly breakdowns by analyzing real-time sensor data from sources like vibration and temperature. It identifies anomalies and pinpoints the root cause of potential issues, such as a failing bearing or clogged filter, before they escalate. This allows for proactive, condition-based maintenance, significantly reducing unscheduled downtime and optimizing operational efficiency.

PREDICTIVE ANALYTICS

  • Use of historical and current data, combined with statistical modeling and machine learning, to forecast future outcomes. It helps organizations anticipate trends, behaviors, and events, enabling proactive decision-making.

  • A retail company can use predictive analytics to forecast demand for specific products based on historical sales data, seasonal trends, and even upcoming promotions. This allows them to optimize inventory levels, preventing both overstocking and stockouts. By anticipating customer preferences, they can ensure popular items are always available, leading to increased sales and customer satisfaction.

PRESCRIPTIVE ANALYTICS

  • Prescriptive analytics not only forecasts future outcomes but also recommends specific actions to achieve desired results. It goes beyond prediction to suggest optimal solutions and decisions.

  • A shipping company uses prescriptive analytics to optimize delivery routes for its fleet. By considering real-time traffic, weather, fuel costs, and package priorities, it recommends the most efficient path for each driver. This directly minimizes fuel consumption and delivery times, improving profitability and customer satisfaction.

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We empower businesses to make the most of their data by offering them advanced tool chain consulting.

We set up scalable PySpark environments in Microsoft Azure, streamline data into Databricks, and transform it with Pandas/Spark DataFrames.


Get actionable insights fast – with custom interactive dashboards tailored to your business.

PROSPERING GROWTH

ACCELERATE

YOUR DATA ADVANTAGE

“

Our mission is to enable businesses to extract value from their data, transforming it into actionable insights that drive results. BNC Analytics envisions being at the forefront of industrial digitalization, offering expertise that supports sustainable growth.

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Ein junger Mann in dunkler Jacke und braunem T-Shirt vor grauem Hintergrund.

Yannick Braun & Filip Nies

Founders BNC Analytics

DRIVING INNOVATION

ACROSS ALL INDUSTRIES.

Whether you're in automotive, finance, healthcare, logistics, energy, retail, telecommunications or manufacturing – our data and AI solutions unlock new potential.

We help you turn complex data into real business value, tailored to your industry's unique challenges.

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MANUFACTURING

Data analytics enables predictive maintenance, quality control, and process optimization, reducing downtime and boosting operational efficiency.

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RETAIL & FINANCE

Data-driven insights enhance customer personalization, optimize pricing strategies, and enhance conversion rates of online retail.

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LOGISTICS

Transform logistics by improving route planning, demand forecasting, and supply chain visibility, ensuring faster and more reliable deliveries.

ACTIONABLE INSIGHTS

THROUGH ADVANCED ANALYTICS.

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CUSTOMER CASE

  • Vehicle Equipment Manufacturer facing random failures in a critical bolt installation machine. Unscheduled downtime on a key assembly line machine due to inconsistent bolt installation failures, leading to production delays and increased costs.

    • Sensor Data: Collected real-time data from the bolt machine's sensors (torque, pressure, vibration, temperature, cycle time).

    • Maintenance Logs: Gathered historical records of past failures, repair times, and parts replaced.

    • Production Data: Integrated production line data including batch numbers and operator shifts.

    • Cleaning: Addressed missing values, outliers, and normalized data for consistent analysis.

    • Utilized a secure Microsoft Azure environment for scalable data ingestion and storage.

    • Implemented robust encryption of data at rest and in transit for raw data analytics safety.

    • Applied identity and access management (IAM) with multi-factor authentication and RBAC to control access.

    • Developed interactive PowerBI dashboards to visualize machine performance metrics, failure trends, and sensor readings over time.

    • Created PowerPoint presentations with key findings for easy understanding across departments.

    • Identified specific sensor anomalies (e.g., sudden torque drops, atypical vibration patterns) preceding failures.

    • Correlated sensor data patterns with historical maintenance logs to diagnose specific component issues.

    • Built machine learning models to predict potential machine failures based on identified pre-failure signatures in sensor data.

    • Forecasted the likelihood of a bolt installation failure within a specific time frame, enabling proactive interventions.

    • Recommended optimal maintenance schedules and specific component replacements before predicted failures occurred.

    • Suggested ideal operating parameters to minimize wear and tear based on real-time conditions.

    • Alerts were automatically triggered for maintenance teams when a high-risk failure was predicted.

    • Maintenance tasks were shifted from reactive to proactive based on historical data, allowing scheduled downtimes with reduced impact on production.

    • Reduced unscheduled machine downtime by 40%, significantly increasing production uptime.

    • Decreased maintenance costs by 25% due to fewer emergency repairs and optimized part replacement.

    • Improved overall equipment effectiveness (OEE) by 15%, leading to higher throughput and reduced waste.

Optimizing Bolt Installation Machine Reliability

500000 EUR

ESTIMATED ANNUAL SAVINGS

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FREQUENTLY ASKED QUESTIONS

  • Data analytics offers you deeper, actionable insights into your operations and customer behavior, moving beyond surface-level understanding. This enables you to make smarter, data-driven decisions with confidence, rather than relying on guesswork. Ultimately, these precise insights and informed decisions translate directly into improved efficiency, significant cost savings, and new opportunities for growth, giving your business a distinct competitive advantage in the market.

  • When working with Microsoft Azure, we ensure the safety of your raw data analytics through a multi-layered security approach, leveraging Azure's robust built-in capabilities. This includes encryption of data at rest and in transit by default, strong identity and access management (IAM) with multi-factor authentication and role-based access control (RBAC) to ensure only authorized personnel can access your data, and continuous threat monitoring and compliance adherence to global standards. Furthermore, we implement network security measures like private links and firewalls to isolate your data, providing a highly secure environment.

  • We translate complex data into clear, actionable insights, making it easy for everyone to understand. Our findings are presented through intuitive visualizations in PowerBI dashboards and concise PowerPoint presentations highlighting key insights. This ensures you can quickly grasp crucial information and make informed decisions.

  • To get started, we'll need a clear understanding of your specific business case and objectives to ensure our analytics align perfectly with your goals. We'll also require secure access to your relevant raw data, as this is the foundation for our analysis. Finally, open communication and collaboration throughout the process will be key to delivering the most impactful insights.

  • The cost of our data analytics services is highly customized and depends on several factors, including the complexity of your business case, the size and nature of your datasets, and the desired level of analytical depth. Therefore, we provide individualized estimates to ensure transparency and alignment with your specific needs. We invite you to a first meeting, completely free of charge, to discuss your requirements and provide you with a tailored proposal.