Blog
Learn about the tech industry and increase sales at your tourist attraction!
Accurate attendance forecasts are important for the operational preparation of TPN. They enable efficient planning of Park Service patrols, optimal crew placement in parking lots and ongoing adaptation of communications to tourists. As a result, more efficient management of operations leads to optimization of the running costs of the Park. To solve the challenge of predicting attendance, Tatra National Park uses the AI-based Attendance Forecast provided by Droplabs. In the web panel there is a preview of the expected attendance for a given day in the future - the “from to” ranges are visible. A preview is also available to help understand the effectiveness of the forecast - for dates in the past you can check what the historical forecast was and what the actual values were obtained - this helps to build confidence in the models. Read more ➟
Effective attendance prediction requires AI engineering tailored to the specifics of the attractions and tourist destinations industry. A breakthrough for this industry is the use by Droplabs of an architecture based on deep neural networks, which acts as a team model (ensemble learning). In the Tatra National Park, the expected attendance ranges for the coming day work in about 90% of cases. The process of creating, monitoring and constantly improving models is complex and requires the use of proprietary solutions. A team of Droplabs specialists from various fields: Data Science, Machine Learning Engineering, DevOps, Data Analytics and Backend Engineering ensures that qualitative predictions appear in the TPN panel every day. Read more ➟
The key objective of TPN was to influence the behavior of tourists. The lack of advance reservation of parking at the start of the trail to Morskie Oka meant that drivers without a guarantee of a place generated serious congestion on the access road. The solution that the Park managers opted for was the online sales system and automatic Dynamic Pricing Droplabs. This Polish company is the first in Poland to provide a system of dynamic price management for tourist attractions based on machine learning (AI) mechanisms. The analysis of the data from the whole year clearly confirms the fundamental change in the behavior of tourists, achieved by the TPN Team. Read more ➟
Adhering to the principle that you cannot effectively change what is not measured, Tatra National Park has launched a Business Intelligence (BI) system with the help of Droplabs to professionally monitor ticket purchase data through all available channels. The Business Intelligence (BI) system allows TPN to find answers to management and analytical questions in one place. Read more ➟
.png)
TPN car park complex, together with access roads, which is a key gateway to Morskie Oko, is characterized by limited capacity but also the number of available parking spaces. The efficiency and speed of handling incoming cars is of vital importance not only for the comfort and safety of tourists, but also for the protection of nature. The implementation of automation directly contributed to the acceleration of the service of tourists, which allows to minimize the emission of exhaust gases and noise generated by vehicles waiting for entry, thus constituting a beneficial action for the delicate ecosystem of the Tatra Mountains. Read more ➟
Thanks to the activities of the Tatra National Park team using modern solutions based on artificial intelligence (AI): Dynamic Pricing Droplabs and Attendance Forecast, the Park manages to effectively influence the change in the behavior of tourists and optimize the operational activities of the Park. These changes contribute directly to protecting the fragile ecosystem and increasing the comfort and safety of visitors. Read more ➟
Noe Park in Skarżysko-Kamienna successfully implemented the Dynamic Price system from Droplabs. This strategy provides the park with additional attendance and price surpluses while offering attractions to price-sensitive families, minimizing queues and garnering great reviews (average ratings 4.8/5). Read more ➟
Baseny Tropikalne & Świętokrzyskie Saunas are two recreational areas that distinguish the Binkowski Resort complex – a four-star resort located in Kielce, right next to the Baranowski Forest Park. Case study – presents the functioning of Tropical Pools and how the behaviour of their customers have changed since the implementation of Dynamic Pricing by Droplabs. Read more ➟
