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Hotel Booking Confirmation Automation is an innovative application of AI technology that greatly streamlines the operational efficiency of businesses in the hospitality industry. By leveraging DeepOpinion's AI and machine learning capabilities, this technology is able to accurately extract key information from hotel booking confirmation documents such as guest names, booking dates, room types, rates, and special requests.
Unlike traditional OCR methods that heavily rely on specific document layouts and often struggle with unstructured data, DeepOpinion's AI Hub uses Large Language Models (LLMs) that are versatile and accurate, capable of handling millions of document layouts and reducing error rates by 20 times.
This leads to significant improvements in business performance by enabling faster, more accurate booking processing, reducing manual labour and minimizing errors. The system's continuous learning capabilities further enhance its efficiency over time, automatically improving its accuracy as more data is processed. Additionally, DeepOpinion's Automation Hub allows for seamless integration with existing systems and robust security, ensuring data integrity while also providing comprehensive insights into performance and accuracy through its Control Hub.
With pre-trained models available for instant deployment and easy customization, businesses can swiftly adopt the technology and start reaping the benefits. Furthermore, the significant positive impact on operational efficiency and overall business performance can be quickly observed, making Hotel Booking Confirmations Automation a powerful tool in the hospitality industry's digital transformation journey.
Build Enterprise-Grade AI Apps
Create AI applications in minutes to process your documents without  using code.
Maximum Accuracy & Versatility
A single model can handle millions of different layouts with high accuracy, without the need for templates.
Zero-Training Needed
Use customizable pre-trained models that require no additional training, facilitating immediate deployment.
Continuous Accuracy Improvement
As new data is introduced, the Document AI enhances its accuracy through an automated learning loop.
Control Data Output
Easily manage data output and formats with features for data matching and the ability to loop in humans for review.
What customers are saying
Frequently asked questions
DeepOpinion's approach to Hotel Booking Confirmations processing significantly diverges from traditional OCR solutions in several ways. Firstly, our unique Large Language Model (LLM) can handle a vast array of layouts, significantly reducing the dependence on layouts and position-based information, a common issue with traditional OCR solutions. With a single LLM, we can deal with 99% of global variations and train it for 98%+ accuracy, eliminating the need for templates or pixel rules. This model versatility and accuracy allow us to handle both structured and unstructured documents, extract hierarchical information, and even process handwriting and signatures. Our approach not only broadens the range of data we can process but also significantly reduces error rates, as confirmed by a specific example where a single LLM processed over 35,000 layouts with over 98% accuracy. In addition to this, DeepOpinion's approach doesn't require massive training data sets, which is often a bottleneck in traditional OCR solutions. Our domain-tuned Generative LLM zero-shot capabilities allow us to build powerful models without requiring any data training. You simply define what you'd like to achieve, and our AI takes care of the rest. For more complex tasks, our domain-tuned LLMs achieve above 98% AI accuracy with 20x less data, outperforming major competitors. This is possible thanks to our pioneering research in LLM since 2018, where we developed proprietary pre-trained Generative and Discriminative LLM Models built with context-aware Intelligent Document Processing (IDP) and Natural Language Understanding (NLU) technology. Lastly, DeepOpinion's approach provides operational and maintenance advantages that are not found in traditional OCR solutions. We have reduced reliance on predefined templates, allowing for complete dark processing. Our AI models continuously improve their performance as more data is passed and corrections are made, thanks to advanced model-listening and an automated continuous learning loop. This enables the interpretation of information and gathering of useful data to maximize later straight through processing. Even more, all companies using DeepOpinion indirectly contribute to better models for all, as the learning benefits of a model from use in a specific domain benefit all users of such base models.
How easy and fast is it to start seeing results?
DeepOpinion enables rapid deployment and integration, allowing users to see immediate results. The platform's pre-trained models and zero-shot capabilities mean that powerful AI applications can be developed and deployed within minutes, without the need for extensive data training or technical expertise.
Do I need to train or label data?
No initial training or labeling is required to start with DeepOpinion. The platform uses pre-trained models that are highly efficient and effective right out of the box, handling 99% of global document variations. These models can achieve 98%+ accuracy without the need for custom templates, pixel rules, or extensive labeled datasets, significantly reducing reliance on large amounts of training data traditionally required for AI systems.
However, for those seeking to fine-tune performance beyond 98% accuracy, DeepOpinion is designed to be 20x more data-efficient compared to traditional models. Where competitors might require 1,000-2,000 samples to improve model accuracy, DeepOpinion can achieve substantial accuracy improvements with just 50-100 examples. This unique feature allows for highly efficient, targeted learning that enhances the AI's capabilities with minimal data input, making DeepOpinion a highly adaptable and efficient choice for optimizing document processing AI performance.
How can I integrate it into my other software tools and systems?
DeepOpinion can be securely and robustly integrated with over 200+ enterprise systems, including RPAs, BPMs, databases, chatbots, and more, via API. The platform supports REST API for seamless connectivity, facilitating easy and fast integration into existing software landscapes and enabling drag & drop live integrations.
Does DeepOpinion offer Human in the Loop capabilities?
Yes, DeepOpinion offers advanced Human in the Loop (HITL) capabilities, allowing for exception handling and precision improvement through human oversight. The platform's HITL interface and active learning sessions identify low-confidence data points that, if interpreted by a human, could significantly enhance performance, ensuring efficient and continuous improvement of AI accuracy.
Which languages do you support?
DeeOpinion offers robust language support for text and document processing, covering the official language or predominant spoken language in 182 countries. Specifically, it provides processing capabilities for 100+ languages for text and 55+ languages for documents.
Text Processing Languages Supported:
Afrikaans, Albanian, Amharic, Arabic, Armenian, Assamese, Azerbaijani, Basque, Belarusian, Bengali, Bengali (Romanized), Bosnian, Breton, Bulgarian, Burmese, Catalan, Chinese (Simplified), Chinese (Traditional), Chinese (Cantonese), Chinese (Taiwanese), Czech, Danish, Dutch, English (US), English (GB), Esperanto, Estonian, Filipino, Finnish, French, Galician, Georgian, German, Greek, Gujarati, Hausa, Hebrew, Hindi, Hindi Romanized, Hungarian, Icelandic, Indonesian, Irish, Italian, Japanese, Javanese, Kannada, Kazakh, Khmer, Korean, Kurdish (Kurmanji), Kyrgyz, Lao, Latin, Latvian, Lithuanian, Macedonian, Malagasy, Malay, Malayalam, Marathi, Mongolian, Nepali, Norwegian, Oriya, Oromo, Pashto, Persian, Polish, Portuguese, Punjabi, Romanian, Russian, Sanskrit, Serbian, Sinhala, Slovak, Slovenian, Somali, Spanish, Sundanese, Swahili, Swedish, Tamil, Tamil Romanized, Telugu, Telugu Romanized, Thai, Turkish, Ukrainian, Urdu, Urdu Romanized, Uzbek, Vietnamese, Welsh, Xhosa, and Yiddish.
Document Processing Lanuages Supported:
For document processing we support: Afrikaans, Albanian, Arabic, Bengali, Bulgarian, Chinese (Simplified), Chinese (Traditional), Chinese (Cantonese), Chinese (Taiwanese), Croatian, Czech, Danish, Dutch, English (US), English (GB), Estonian, Farsi (Persian), Filipino (Tagalog), Finnish, French, German, Greek, Gujarati, Hebrew, Hindi, Hungarian, Indonesian, Italian, Japanese, Kannada, Korean, Latvian, Macedonian, Malayalam, Marathi, Nepali, Norwegian, Polish, Portuguese, Punjabi, Romanian, Russian, Slovak, Slovenian, Somali, Spanish, Swahili, Swedish, Tamil, Telugu, Thai, Turkish, Ukrainian, Urdu, Vietnamese.