{"id":62015,"date":"2024-11-25T19:56:55","date_gmt":"2024-11-25T14:26:55","guid":{"rendered":"https:\/\/www.oneclickitsolution.com\/blog\/?p=62015"},"modified":"2025-03-18T13:54:22","modified_gmt":"2025-03-18T08:24:22","slug":"personalized-itinerary-booking-with-generative-ai","status":"publish","type":"post","link":"https:\/\/www.oneclickitsolution.com\/blog\/personalized-itinerary-booking-with-generative-ai","title":{"rendered":"Personalizing Your Itinerary with Gen AI"},"content":{"rendered":"\n

How we used LLM models that allow customers to book their itinerary in one go and reduce their booking timings.<\/p>\n\n\n\n

Key Takeaways<\/strong><\/strong><\/p>\n\n\n\n

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  1. Reduce time spent on platform to book your tickets<\/li>\n\n\n\n
  2. Don\u2019t easily get carried away from promotions<\/li>\n\n\n\n
  3. Help in finding and exploring other places within your budget<\/li>\n\n\n\n
  4. One stop solution for your itinerary booking personalizing with yours past trips and stays.<\/li>\n<\/ol>\n\n\n\n

    The Challenge<\/strong><\/h2>\n\n\n\n

    Our client in the travel space wanted to have the disruption in the market using Artificial intelligence<\/a>\/Machine learning<\/a> and we thought to implement the inclusivity in their product to make people\u2019s life easier. They did the survey and found that people who are frequent travelers are having complains that they must use lot of filters and have to spend lot of time on the platform in order to book their itinerary that is leisure and cost effective.<\/p>\n\n\n\n

    As of now in travel tech industry from the technology standpoint there are no solutions available in the market who can give you personalization using natural language using travel assistant. Travel businesses are not prioritizing inclusivity such as Language (multilingual services), dietary needs as we can\u2019t find any hotels where you can find if the property that you have booked serves vegan and whether the property that you are trying to book supports LGBTQ community and the list goes on.<\/p>\n\n\n\n

    \"personal<\/figure>\n\n\n\n

    Solutions <\/strong><\/strong><\/h2>\n\n\n\n

    At OneClick IT Consultancy<\/a> we tried few LLMs such as Llama model to train with our dataset that we are getting served from the different suppliers of flights such as Mystifly, Qunar, and PK Fare and for hotels such as TBO and Hotel Beds. Once the API of all the suppliers is integrated, we train the dataset along with the customers dataset that is stored in our database with their previous itinerary such as places they have traveled, property they have booked and in which month they have traveled, as our client can give some lucrative offer to their customers to increase the sales. Our client was pleased with the results as the time spent on the platform has been reduced significantly and booking has also been increased and with all these customer happiness indexes is also increased.<\/p>\n\n\n\n

    Process we follow <\/strong><\/strong><\/h3>\n\n\n\n
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    1. Data Collection<\/li>\n\n\n\n
    2. Clean, Prepare, and Manipulate Data<\/li>\n\n\n\n
    3. Train the model<\/li>\n\n\n\n
    4. Test model<\/li>\n\n\n\n
    5. Improve the efficiency and accuracy of the model<\/li>\n\n\n\n
    6. Revert the model if the results are not up to the mark after deploying to production<\/li>\n<\/ol>\n\n\n\n

      Technologies<\/strong><\/strong><\/h3>\n\n\n\n