OUR MISSION
We support our customers with Advanced Analytics solutions, the crucial element of Digital Enablement. Our key differentiator focus on creating tangible business value not technology. This is reflected in our team of industry experts. We have deep domain expertise in industrial operations. We have a proven Advanced Analytics toolbox built on Open Source tools. We make sure to hardware Advanced Analytics into your business operations and IT. We are open to take digital enablement one step further and support engage with you in incubation and co-venturing analytics driven business models.
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Applications
We create tangible business value with you in areas where we have deep Industrial Domain Expertise
Planning & Forecasting
Higher accuracy in Plannung & Forecasting leads to reduced inventories, less stock-outs and less waste. We build superior predictive models based on internal and external data sources to support you in the following domains.
- Early market indicators
- Customer demand forecasting
- Sales funnel and conversion
- Production planning beyond MRP
Sales & Marketing effectiveness
Advanced analytics allow for better decision making and more granular understanding of performance in sales & marketing. We support you realize top-line business cases in the following domains
- Customer identification and potential
- Sales force effectiveness
- Marketing spend optimization
Product & service excellence
Predictive Maintenance is the number one use case in the machinery & equipment industry these days. We support you in the following domains
- Pricing optimization
- Predictive maintenance
- Product configuration
- Instrumentation and data driven services
Supply Chain excellence
The supply chain is a data rich but heterogeneous data environment where advanced analytics, process mining and big data analytics enable significant cost and lead-time reductions. We support you in the following domains
- Purchasing optimization
- Logistics optimization
- Service and aftersales efficiency
Manufacturing Productivity
Industry 4.0 is a hot topic in manufacturing industries. There are more and more real show-cases. They mostly rely on advanced data analytics. We support you in the following domains
- Quality control and improvement
- Manufacturing flow optimization
- industry 4.0 roadmap development
Analytics Toolbox
Our Advanced Analytics Toolbox is composed of proven open source tools. We integrate our solutions with your on-premise IT and the Cloud.
Small Data Analytics
Around 80% of the advanced analytics use cases fall into the domain of “small data”. In order to realize the potential, agility and speed is key. We support you in fast exploration of business opportunities. We leverage open source implementations and have built our mlinsights toolkit on top of it. Logos: python, R, scikit learn
Process Mining
Process Mining is an underutilized today. We apply process mining in situations where real world processes show a lot of variation or differ from the “standard” in a complex way. We use Process Mining for Process model discovery, Process performance measurement and optimization as well as Process compliance
Deep Learning
Deep Learning is the most powerful advanced analytics tool when it comes to computer vision, natural language processing and advanced prediction tasks. It requires a large amount of data and careful training. We rely on open source tools for Deep Learning.
Blockchain Technology
Blockchain technology has applications beyond finance. Most relevant blockchain applications in industrial settings are Smart Contracts and Crypto Notaries today.
Big Data Analytics
20% of the advanced analytics use cases require actual big data technology. mlinsights uses the opensource toolset from the Apache foundation in those situations. Even in these cirumstances, we recommend starting with a “Small Data Analytics” pilot as a value proof.
Services
We provide end-to-end support to unlock business value through Advanced Analytics. We tailor the approach to your digital capabilities and needs. For each engagement we define the services you need. We recomment a milestone driven approach to proceed in stages.
Opportunity Identification & Validation
- Digital Landscaping
- Potential assessment and prioritization
- Minimal Viable Product (MVP)
- Implementation planning
Advanced Analytics Implementation
- Model building in iterations
- Model tuning
- Hardwiring into business operations
- Integration with on-premise IT (e.g., SAP) and the cloud
Digital Enablement
- End-user training and Train-the-Trainer
- Ongoing support
- Digital Roadmap development
- Joint business incubation