title: Ð Ð°Ð·ÑÐ°Ð±Ð¾ÑÐºÐ° Ð¿ÑÐ¾ÐµÐºÑÐ° Ð²Ð½ÐµÐ´ÑÐµÐ½Ð¸Ñ BI-ÑÐ¸ÑÑÐµÐ¼Ñ Ð½Ð° Ð¿ÑÐµÐ´Ð¿ÑÐ¸ÑÑÐ¸Ð¸ Ð¾Ð±ÑÐµÑÑÐ²ÐµÐ½Ð½Ð¾Ð³Ð¾ Ð¿Ð¸ÑÐ°Ð½Ð¸Ñ
title: Ð²ÑÐ¿ÑÑÐºÐ½Ð°Ñ ÐºÐ²Ð°Ð»Ð¸ÑÐ¸ÐºÐ°ÑÐ¸Ð¾Ð½Ð½Ð°Ñ ÑÐ°Ð±Ð¾ÑÐ° Ð±Ð°ÐºÐ°Ð»Ð°Ð²ÑÐ°
titleType: Subtitle
title: Development of the project of BI-system implementation at the public catering enterprise
Creators: name: ÐÐ°Ð¹ÑÐµÐ²Ð°, ÐÐ°ÑÐ¸Ð½Ð°
Publisher: name: Ð¡Ð°Ð½ÐºÑ-ÐÐµÑÐµÑÐ±ÑÑÐ³ÑÐºÐ¸Ð¹ Ð¿Ð¾Ð»Ð¸ÑÐµÑÐ½Ð¸ÑÐµÑÐºÐ¸Ð¹ ÑÐ½Ð¸Ð²ÐµÑÑÐ¸ÑÐµÑ ÐÐµÑÑÐ° ÐÐµÐ»Ð¸ÐºÐ¾Ð³Ð¾
Year: 2024
Subjects: BI-ÑÐ¸ÑÑÐµÐ¼Ð°
Ð°Ð½Ð°Ð»Ð¸ÑÐ¸ÐºÐ° Ð´Ð°Ð½Ð½ÑÑ
Ð°ÑÑ Ð¸ÑÐµÐºÑÑÑÐ° Ð¿ÑÐµÐ´Ð¿ÑÐ¸ÑÑÐ¸Ñ
Ð²Ð½ÐµÐ´ÑÐµÐ½Ð¸Ðµ
ÑÐµÑÑ ÐºÐ¾ÑÐµÐµÐ½
BI-system
data analytics
enterprise architecture
implementation
coffee shop chain

description: Ð¦ÐµÐ»ÑÑ ÑÐ°Ð±Ð¾ÑÑ ÑÐ²Ð»ÑÐµÑÑÑ Ð¿Ð¾Ð²ÑÑÐµÐ½Ð¸Ðµ ÑÐºÐ¾Ð½Ð¾Ð¼Ð¸ÑÐµÑÐºÐ¾Ð¹ ÑÑÑÐµÐºÑÐ¸Ð²Ð½Ð¾ÑÑÐ¸ Ð´ÐµÑÑÐµÐ»ÑÐ½Ð¾ÑÑÐ¸ Ð¿ÑÐµÐ´Ð¿ÑÐ¸ÑÑÐ¸Ñ Ð·Ð° ÑÑÑÑ ÑÐ²Ð¾ÐµÐ²ÑÐµÐ¼ÐµÐ½Ð½Ð¾Ð³Ð¾ Ð¸ ÐºÐ°ÑÐµÑÑÐ²ÐµÐ½Ð½Ð¾Ð³Ð¾ Ð°Ð½Ð°Ð»Ð¸Ð·Ð° Ð´Ð°Ð½Ð½ÑÑ Ð¸ Ð¿ÑÐ¸Ð½ÑÑÐ¸Ñ ÑÐµÑÐµÐ½Ð¸Ð¹ Ñ Ð¸ÑÐ¿Ð¾Ð»ÑÐ·Ð¾Ð²Ð°Ð½Ð¸ÐµÐ¼ ÑÐ¸ÑÑÐµÐ¼Ñ Ð°Ð½Ð°Ð»Ð¸ÑÐ¸ÑÐµÑÐºÐ¾Ð¹ Ð¾ÑÑÑÑÐ½Ð¾ÑÑÐ¸. ÐÑÐ»Ð¸ ÑÐµÑÐµÐ½Ñ ÑÐ»ÐµÐ´ÑÑÑÐ¸Ðµ Ð·Ð°Ð´Ð°ÑÐ¸: 1) Ð¿ÑÐ¾Ð°Ð½Ð°Ð»Ð¸Ð·Ð¸ÑÐ¾Ð²Ð°Ð½Ð° Ð´ÐµÑÑÐµÐ»ÑÐ½Ð¾ÑÑÑ Ð¿ÑÐµÐ´Ð¿ÑÐ¸ÑÑÐ¸Ñ; 2) ÑÑÐ¾ÑÐ¼Ð¸ÑÐ¾Ð²Ð°Ð½Ð° Ð±Ð¸Ð·Ð½ÐµÑ-Ð¼Ð¾Ð´ÐµÐ»Ñ ÐºÐ¾Ð¼Ð¿Ð°Ð½Ð¸Ð¸; 3) Ð¸ÑÑÐ»ÐµÐ´Ð¾Ð²Ð°Ð½Ñ ÑÑÑÐµÑÑÐ²ÑÑÑÐ¸Ðµ Ð¿ÑÐ¾Ð±Ð»ÐµÐ¼Ñ Ð¸ ÑÐ·ÐºÐ¸Ðµ Ð¼ÐµÑÑÐ° Ð² Ð°Ð½Ð°Ð»Ð¸ÑÐ¸ÐºÐµ ÐºÐ¾Ð¼Ð¿Ð°Ð½Ð¸Ð¸, 4) Ð¾Ð±Ð¾ÑÐ½Ð¾Ð²Ð°Ð½Ð° Ð½ÐµÐ¾Ð±ÑÐ¾Ð´Ð¸Ð¼Ð¾ÑÑÑ Ð²Ð½ÐµÐ´ÑÐµÐ½Ð¸Ñ BI-ÑÐ¸ÑÑÐµÐ¼Ñ; 5) ÑÑÐ¾ÑÐ¼Ð¸ÑÐ¾Ð²Ð°Ð½Ð° ÑÐ¸ÑÑÐµÐ¼Ð° KPI Ð´Ð»Ñ Ð°Ð½Ð°Ð»Ð¸Ð·Ð° Ð´ÐµÑÑÐµÐ»ÑÐ½Ð¾ÑÑÐ¸ Ð¿ÑÐµÐ´Ð¿ÑÐ¸ÑÑÐ¸Ñ; 6) ÑÐ¾Ð±ÑÐ°Ð½Ñ ÑÑÐµÐ±Ð¾Ð²Ð°Ð½Ð¸Ñ Ðº Ð²Ð½ÐµÐ´ÑÑÐµÐ¼Ð¾Ð¹ BI-ÑÐ¸ÑÑÐµÐ¼Ñ; 7) Ð²ÑÐ±ÑÐ°Ð½Ð¾ ÑÐµÑÐµÐ½Ð¸Ðµ, Ð½Ð°Ð¸Ð±Ð¾Ð»ÐµÐµ ÑÐ´Ð¾Ð²Ð»ÐµÑÐ²Ð¾ÑÑÑÑÐµÐµ ÑÑÐµÐ±Ð¾Ð²Ð°Ð½Ð¸ÑÐ¼; 8) ÑÐ°ÑÑÑÐ¸ÑÐ°Ð½Ñ Ð¿Ð¾ÐºÐ°Ð·Ð°ÑÐµÐ»Ð¸ ÑÐºÐ¾Ð½Ð¾Ð¼Ð¸ÑÐµÑÐºÐ¾Ð¹ ÑÑÑÐµÐºÑÐ¸Ð²Ð½Ð¾ÑÑÐ¸ Ð¾Ñ Ð²Ð½ÐµÐ´ÑÐµÐ½Ð¸Ñ Ð¿ÑÐµÐ´Ð»Ð¾Ð¶ÐµÐ½Ð½Ð¾Ð³Ð¾ ÑÐµÑÐµÐ½Ð¸Ñ. Ð Ð°Ð±Ð¾ÑÐ° Ð²ÑÐ¿Ð¾Ð»Ð½ÑÐ»Ð°ÑÑ Ð½Ð° Ð±Ð°Ð·Ðµ ÑÐµÑÐ¸ ÐºÐ¾ÑÐµÐµÐ½ STARS COFFEE, Ð° Ð¸Ð¼ÐµÐ½Ð½Ð¾ ÑÑÐ¸Ð´Ð¸ÑÐµÑÐºÐ¾Ð³Ð¾ Ð»Ð¸ÑÐ° ÐÐÐ Â«Ð ÐµÑÑÐ¾ÑÐ³Â», Ð¾ÑÑÑÐµÑÑÐ²Ð»ÑÑÑÐµÐ³Ð¾ ÑÐ²Ð¾Ñ Ð´ÐµÑÑÐµÐ»ÑÐ½Ð¾ÑÑÑ Ð² Ð³. Ð¡Ð°Ð½ÐºÑ-ÐÐµÑÐµÑÐ±ÑÑÐ³. ÐÐµÑÐ¾Ð´Ñ Ð¸ÑÑÐ»ÐµÐ´Ð¾Ð²Ð°Ð½Ð¸Ñ: Ð¾Ð±ÑÐ°Ð±Ð¾ÑÐºÐ° Ð¸ Ð°Ð½Ð°Ð»Ð¸Ð· Ð´Ð°Ð½Ð½ÑÑ, ÑÑÐ°Ð²Ð½Ð¸ÑÐµÐ»ÑÐ½ÑÐ¹ Ð°Ð½Ð°Ð»Ð¸Ð·, Ð¼ÑÐ»ÑÑÐ¸ÐºÑÐ¸ÑÐµÑÐ¸Ð°Ð»ÑÐ½ÑÐ¹ Ð²Ð·Ð²ÐµÑÐµÐ½Ð½ÑÐ¹ Ð°Ð½Ð°Ð»Ð¸Ð·, Ð¼Ð¾Ð´ÐµÐ»Ð¸ÑÐ¾Ð²Ð°Ð½Ð¸Ðµ Ð°ÑÑÐ¸ÑÐµÐºÑÑÑÑ, Ð¼ÐµÑÐ¾Ð´Ñ Ð¾ÑÐµÐ½ÐºÐ¸ ÑÑÑÐµÐºÑÐ¸Ð²Ð½Ð¾ÑÑÐ¸ Ð¿ÑÐ¾ÐµÐºÑÐ¾Ð². ÐÑÐ°ÐºÑÐ¸ÑÐµÑÐºÐ°Ñ Ð·Ð½Ð°ÑÐ¸Ð¼Ð¾ÑÑÑ ÑÐ°Ð±Ð¾ÑÑ Ð¾Ð¿ÑÐµÐ´ÐµÐ»ÑÐµÑÑÑ Ð¿Ð¾ÑÐµÐ½ÑÐ¸Ð°Ð»ÑÐ½ÑÐ¼Ð¸ ÑÐµÐ·ÑÐ»ÑÑÐ°ÑÐ°Ð¼Ð¸ Ð²Ð½ÐµÐ´ÑÐµÐ½Ð¸Ñ Ð¿ÑÐ¾ÐµÐºÑÐ° Ð½Ð° Ð¿ÑÐµÐ´Ð¿ÑÐ¸ÑÑÐ¸Ð¸: ÑÐ´Ð°Ð»Ð¾ÑÑ Ð²Ð¸Ð·ÑÐ°Ð»Ð¸Ð·Ð¸ÑÐ¾Ð²Ð°ÑÑ Ð°Ð½Ð°Ð»Ð¸ÑÐ¸ÐºÑ Ð´ÐµÑÑÐµÐ»ÑÐ½Ð¾ÑÑÐ¸ ÐºÐ°Ð¶Ð´Ð¾Ð¹ ÑÐ¾ÑÐºÐ¸ ÑÐµÑÐ¸, Ð¿Ð¾Ð²ÑÑÐ¸ÑÑ ÐºÐ°ÑÐµÑÑÐ²Ð¾ Ð´Ð°Ð½Ð½ÑÑ, ÑÐ¾ÐºÑÐ°ÑÐ¸ÑÑ Ð¸Ð·Ð´ÐµÑÐ¶ÐºÐ¸ Ð¸ ÑÐ²ÐµÐ»Ð¸ÑÐ¸ÑÑ Ð¿ÑÐ¸Ð±ÑÐ»Ñ ÐºÐ¾Ð¼Ð¿Ð°Ð½Ð¸Ð¸. ÐÑÐ½Ð¾Ð²Ð½ÑÐµ ÑÐµÐ·ÑÐ»ÑÑÐ°ÑÑ ÑÐ°Ð±Ð¾ÑÑ: Ð²ÑÐµ Ð¿Ð¾ÑÑÐ°Ð²Ð»ÐµÐ½Ð½ÑÐµ Ð·Ð°Ð´Ð°ÑÐ¸ ÐÐÐ  ÑÐµÑÐµÐ½Ñ, ÑÐ°Ð·ÑÐ°Ð±Ð¾ÑÐ°Ð½ Ð¿ÑÐ¾ÐµÐºÑ Ð²Ð½ÐµÐ´ÑÐµÐ½Ð¸Ñ BI-ÑÐ¸ÑÑÐµÐ¼Ñ PIX BI. ÐÑÐ²Ð¾Ð´Ñ: Ð·Ð°Ð´Ð°ÑÐ¸ ÐÐÐ  ÑÐµÑÐµÐ½Ñ, ÑÐµÐ»Ñ Ð´Ð¾ÑÑÐ¸Ð³Ð½ÑÑÐ°, Ð¿Ð»Ð°Ð½Ð¸ÑÑÐµÑÑÑ Ð¿ÑÐ°ÐºÑÐ¸ÑÐµÑÐºÐ¾Ðµ Ð¿ÑÐ¸Ð¼ÐµÐ½ÐµÐ½Ð¸Ðµ ÑÐµÐ·ÑÐ»ÑÑÐ°ÑÐ¾Ð² ÑÐ°Ð±Ð¾ÑÑ.
description: The purpose of the work is to increase the economic efficiency of the enterprise through timely and quality data analysis and decision-making using analytical reporting system. The following tasks were solved: 1) analyzed the activity of the enterprise; 2) business model of the company was formed; 3) he existing problems and bottlenecks in analytics of the company were investigated, 4) the necessity of BI-system implementation was substantiated; 5) KPI system for analyzing the companys activity was formed; 6) requirements to the BI-system to be implemented were collected; 7) selected the solution that best meets the requirements; 8) calculated indicators of economic efficiency from the implementation of the proposed solution. The work was carried out on the basis of the STARS COFFEE chain of coffee shops, namely the legal entity LLC âRestorgâ, operating in St. Petersburg. Research methods: data processing and analysis, comparative analysis, multicriteria weighted analysis, architecture modeling, methods of project efficiency evaluation. Practical significance of the work is determined by the potential results of the project implementation at the enterprise: it was possible to visualize the analytics of the activity of each point of the network, improve the quality of data, reduce costs and increase the companys profit. The main results of the work: all the set tasks of VKR are solved, the project of implementation of BI-system PIX BI is developed. Conclusions: the objectives of the project are solved, the goal is achieved, the practical application of the results of the work is planned.