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Medical Prescription Automation leverages AI and machine learning to streamline and enhance the processing of medical prescriptions. This innovative technology can accurately extract crucial information such as medication names, dosages, administration instructions, prescribing doctor's details, and patient information. B
y employing DeepOpinion's advanced Generative AI and Large Language Models (LLMs), we are able to handle a vast variety of layouts and process both structured and unstructured documents with over 98% accuracy. The technology's zero-training requirement also means it can deliver high performance using significantly less data, enabling businesses to build powerful models in minutes.
The result? Unprecedented operational efficiency and improved business performance. By significantly reducing error rates and manual processing time, Medical Prescription Automation not only enhances productivity but also minimizes the risk of prescription errors, thereby improving patient safety and care. With DeepOpinion's innovative technology, businesses can unlock the full potential of automation, delivering tangible benefits to both healthcare providers and patients.
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
“With DeepOpinion, self-service AI became effortless. It streamlined AI model creation without the need for extensive expertise, saving time and resources”
“DeepOpinion’s straight through processing is amazing, more than double what we’ve achieved. We’ve never seen anything even close to that.”
Frequently asked questions
DeepOpinion’s approach to Medical Prescription processing employs a unique and superior methodology as compared to traditional OCR solutions. One of the key differentiators is the use of a single Large Language Model (LLM) that handles millions of layouts with remarkable accuracy. Traditional OCR solutions are dependent on layouts and position-based information, and struggle with variations, context, and unstructured documents. DeepOpinion's AI model, by contrast, can handle 99% of global variation and achieve an astounding accuracy of over 98% without relying on templates or pixel rules. This significant leap in accuracy reduces error rates by a factor of 20, making it an ideal choice for complex medical prescription processing. In addition to this, DeepOpinion’s AI model requires zero training and significantly less data to build powerful models. Traditional OCR tools require a large number of trained documents or the creation of many templates to build a half decent model. DeepOpinion’s domain-tuned Generative LLM zero-shot capabilities allow the building of powerful models in minutes without requiring any data training. This is a major benefit in the medical field where data efficiency is critical. Furthermore, the performance of AI continuously improves as more data is processed, thanks to advanced model-listening and an automated continuous learning loop. DeepOpinion’s AI model also offers operational and maintenance advantages. Traditional OCR models require high training and maintenance efforts and struggle with flexible or unstructured layouts. DeepOpinion’s AI model, on the other hand, reduces reliance on predefined templates and offers capabilities for complete dark processing. Moreover, it is equipped with pre-trained models that are ready for immediate deployment, saving valuable time in the medical prescription processing. The platform is easy to use and scales across teams and regions, making it a practical solution for large healthcare institutions. Finally, the advanced Generative Reasoning built into the AI models is capable of interpreting complex relational and contextual information in documents, enabling the extraction of valuable data that maximizes later straight through processing.
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.