Automated planning of transport routes

When planning truck routes, our customer was dependent on individual solutions. With a prototype that can be quickly and easily integrated into the existing infrastructure, we were able to optimize and standardize this process.

Task: Plan transport routes quickly and efficiently

One of our customer's core processes was a largely manual task: employees spent a lot of their time planning truck routes as efficiently as possible. A task that each user solved differently. Our goal was to standardize this process and thus save valuable resources.

Solution: Flexibly deployable prototype for automation

With the involvement of data scientists, internal business process analysts, and the users who would work with our solution, we developed an automation prototype that could be seamlessly integrated into the company's IT infrastructure.

We took over all phases of the project development - from the needs analysis to the planning and development of the prototype to the complete system integration and training of all employees who were to work with the finished solution.

Result: More efficient and user-friendly processes

We developed a reusable data science model that can be integrated into any infrastructure with little effort. Analyzing UI usage at an early stage helped us identify and integrate the most important functions in advance.

When it comes to automation processes, it is not always easy to reconcile the company's goals and the users' wishes. However, rapid iteration with fast feedback loops resulted in motivated prototype users and a solution that everyone is happy with.

Goals achieved

  • Conducting a user survey and an in-depth needs analysis beforehand

  • Planning incl. UI/UX Strategy, Dev Ops, Model Wrapping and Data Engineering

  • Development of an automation prototype and integration into the IT system

  • Training and consulting of the Data Scientists as well as all employees on site

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Technologie

IBM Planning Analytics mit Watson

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Training

Jira Automation (Cloud)

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Service

Process Transformation, Integration & Automation

Using Process Transformation, Integration & Automation to react quickly to market changes and sustainably improve competitiveness.

Service

Decision Automation

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Service

Demand Planning, Forecasting and Optimization

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Referenz 9/28/20

Onboarding solution of TIMETOACT

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Kompetenz 7/20/22

Agile transformation

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Unternehmen

XINTEGRATE

X-INTEGRATE facilitates your entry into integration and automation projects, service-oriented architectures and digitalized process optimization with proven and innovative approaches.

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Referenz

Quality scoring with predictive analytics models

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Service

Dashboards & Reports

The discipline of Business Intelligence provides the necessary means for accessing data. In addition, various methods have developed that help to transport information to the end user through various technologies.

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Branche

AI & Digitization for the Transportation and Logistics Indus

Digitalisierung und Transparenz der Prozesse sowie automatisierte Unterstützung bei der Optimierung können Logistikunternehmen helfen, den Spagat zwischen Kosten und Leistung besser zu bewältigen, um langfristig als wertvoller Partner der Wirtschaft zu agieren.

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Produkt 8/9/22

Jira Software

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Blog 11/22/22

Part 1: Detecting Truck Parking Lots on Satellite Images

Real-time truck tracking is crucial in logistics: to enable accurate planning and provide reliable estimation of delivery times, operators build detailed profiles of loading stations, providing expected durations of truck loading and unloading, as well as resting times. Yet, how to derive an exact truck status based on mere GPS signals?

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Technologie

Decision Optimization

Mathematical algorithms enable fast and efficient improvement of partially contradictory specifications. As an integral part of the IBM Data Science platform "Cloud Pak for Data" or "IBM Watson Studio", decision optimisation has been decisively expanded and embedded in the Data Science process.

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Working with CLOUDPILOTS

With the perfect partner at your side, many things are easier and more efficient, although a direct relationship with the manufacturer is appealing at first glance. But only at first glance!

Unternehmen

Why work with us?

We live in the age of the customer. Changes due to digitalization and integration have placed the focus even more on the customer. Customers have never been this important, and they are more powerful market players than ever before.

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Produkt 9/2/22

Jira Cloud

Jira Cloud offers teams a flexible and scalable platform for project management and the planning and tracking of tasks.

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Technologie

Automation with Open Source

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Referenz 4/22/21

Flexibility in the data evaluation of a theme park

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Blog 11/30/22

Part 2: Detecting Truck Parking Lots on Satellite Images

In the previous blog post, we created an already pretty powerful image segmentation model in order to detect the shape of truck parking lots on satellite images. However, we will now try to run the code on new hardware and get even better as well as more robust results.

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