The client is a leading distributor of premium monocrystalline sand (frac sand), a specialized mineral that is used as a proppant to enhance the recovery rates of hydrocarbons from oil and natural gas wells. The client owns, operates, acquires and develops frac sand reserves and related processing, transportation and distribution facilities.
Operations and logistics did not have a good way to identify when and how much inventory is being delivered to their distribution locations via rail, which resulted in delays processing inventory and inefficient staffing. The client experienced operational challenges due to a lack of understanding of inventory available for sale at distribution locations. Customer service and sales did not have a good understanding of inventory levels at their distribution locations causing them to miss out on potential higher markup spot sales.
As is often the case for many of our customers, this customer suffered from poor data and information management. Specifically, the client had multiple silos of information in separate systems that were not integrated and didn’t allow for holistic views of their inventory across their distribution and transportation channel.
Prior to implementation of the solution, the client tracked railcar location, sales data, railcar inventory and silo inventory in 4 disparate systems without any unified reporting or visibility. Many of the systems distributed CSV reports that were emailed to individual consumers, who then would either track the data in personal spreadsheets or have to manually load the information into their ERP system. Because of the manual nature of this process, the consumers of the data spent a part of each day massaging the data to bring single facets of information to light. This configuration limited their ability to make timely and accurate decisions regarding inventory logistics. They also were unable to predict potential issues before they occurred. In the end, these data and information management limitations restricted the clients’ ability to grow distribution and thus revenues, as terminals are not prepared to receive/handle larger shipments (such as unit trains). The client realized they needed a new infrastructure that would enable, rather than hinder their growth. They selected Entrance because of our business intelligence expertise and proven track record of working with some of delivering data management solutions in multiple industry verticals.
Entrance built an operational data store utilizing Microsoft SQL Server Integration Services (SSIS) in conjunction with Microsoft Master Data Services (MDS) to centralize information in near real-time sourcing from four disparate line-of-business systems as well as provide rules to establish authority of data sources. As part of the solution Entrance also leveraged the existing email reporting solution as a source of data. This was accomplished by a custom SSIS process that would receive the emailed CSV reports, process the data, relate it to master data and load it into the data store.
For analysis of the data contained in the operational data store, Entrance built a portal that embedded the Tableau Business Intelligence platform. Tableau allows for quick development and delivery of a solution that can be put in front of stake holders for immediate feedback. The Tableau dashboard created a more real time view of their data as an aggregate with the ability to drill down into the details. The solution supports users in providing a single simple to use interface to get all the information they need in one place, instead of having to interrogate multiple systems and emails when they are alerted to issues. By having all the data in one place and shown visually the dashboards allow for specified exceptions, like projected negative inventory, to be called out in time for the users to take action. The Tableau offering has a very slick interface that contributes to the overall goal of having an addictive interface to help facilitate user adoption.
The data management and visualization solution provides the following features to the business users:
- Single go-to location for day-to-day operational data needs.
- Self-service viewing of the defined Key Performance Indicators (KPIs).
- Self-service viewing of clear and concise high-level interactive dashboards.
- Enabling users to subscribe to reports