Flat fields
Column names
Certificate of Origin Automation utilizes the power of AI and machine learning to streamline and automate the process of extracting key information from Certificate of Origin documents. The technology takes advantage of DeepOpinion's AI Hub, which allows businesses to build enterprise-grade AI applications in minutes, eliminating the time, financial and technical constraints of traditional methods.
It eliminates the dependence on layouts and position-based information, a common problem in traditional OCR. Instead, one Large Language Model (LLM) can handle 99% of global variation, reducing error rates by a significant 20x. DeepOpinion's technology is highly versatile, capable of processing a wide variety of layouts, including unstructured documents, long multi-page docs and contracts, and even documents with handwriting and signatures.
Furthermore, the technology requires zero-training, making it a data-efficient solution for businesses. It offers pre-trained models for quick impact on common document types and improves operational efficiency by reducing reliance on predefined templates. The technology also supports continuous learning, enabling AI models to continuously improve accuracy as more data is processed. This innovation in Certificate of Origin processing not only improves operational efficiency but also contributes significantly to the overall business performance.
Build Enterprise-Grade AI Apps
Create AI applications in minutes to process your documents without Ā 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.
Frequently asked questions
DeepOpinion employs a sophisticated approach to Certificate of Origin processing that fundamentally differs from traditional OCR solutions. Its proprietary technology, the AI Hub, employs a Large Language Model (LLM) that can handle millions of layouts of semi and unstructured documents with an accuracy rate of over 98%. This approach is remarkably versatile, able to process wide layout variety, extract hierarchical information and line items & tables, and even handle handwriting and signatures. The LLM is capable of processing long multi-page documents and contracts, operating efficiently across 100+ languages and even skewed, stamped, smudged, or low-resolution documents. This represents a significant leap in document processing, reducing error rates by up to 20 times and making it independent from relying on layouts. The AI Hub also offers a zero-training necessary approach to data processing. With traditional OCR solutions, large training data sets are required, especially for handling complex unstructured documents, and this often results in inaccurate models. DeepOpinion's AI Hub, however, can build powerful models without requiring any data training. This is achieved through the use of domain-tuned Generative LLM zero-shot capabilities that allow the AI to create models based on descriptions. For instances where data training is necessary, the AI Hub requires only 50-100 training examples for over 98% accuracy, which significantly outperforms major competitors on unstructured data. Moreover, DeepOpinion's AI Hub offers operational and maintenance advantages over traditional OCR solutions. Traditional OCR solutions often require high training and maintenance effort and cost, and struggle with flexible or unstructured layouts. DeepOpinion's models, however, reduce reliance on predefined templates and offer capabilities for complete dark processing. It also features an automated continuous learning loop and data network effect, which improves the performance of AI as more data is passed through the models and corrections are made. This means that the learning benefits of a model from use in a specific domain benefit all users of that model, which indirectly contributes to better models for all. DeepOpinion's generative reasoning capabilities allow it to interpret relational and contextual information in documents, enabling the extraction of useful data to maximize later straight through processing. This makes it unique among OCR solutions.
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.