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Certificate of Analysis automation is an AI-powered breakthrough in managing business operations that drastically enhances efficiency and delivers a significant impact on overall business performance. Leveraging the power of AI and machine learning, this technology is designed to extract crucial information from Certificates of Analysis such as product identification details, batch numbers, testing results, authorized signatures, and more, with unparalleled accuracy.
Through DeepOpinion's pioneering use of Generative AI and Large Language Models (LLMs), the technology is capable of processing a vast array of layouts, understanding global variations, and reducing error rates by 20x. This robust solution eliminates the need for large training data sets, cumbersome templates, and extensive human intervention, thereby optimizing operational efficiency.
With zero-training necessary and pre-tuned domain-specific LLMs, businesses can build powerful models in minutes and achieve 98%+ AI accuracy with significantly less data. The technology also offers continuous learning, improved model performance, easy integration, and scalability across teams and regions.
The impact of automating Certificate of Analysis processing extends far beyond time and cost savings and includes compliance validation, intelligent error handling, field-level scoring, analytics, and traceability. By automating the extraction and processing of critical business information, businesses can streamline operations, accelerate decision-making, and enhance overall performance.
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 Certificate of Analysis processing significantly differs from traditional OCR solutions in three notable ways. Firstly, unlike traditional OCR software that heavily depends on layouts and the positional location of information, DeepOpinion uses AI Hub and Large Language Models (LLM) to handle various document layouts and global variations. By training just one LLM, it can achieve an accuracy of above 98% without the need for templates or pixel rules. This allows it to handle a plethora of document layouts while reducing error rates by up to 20 times. This model versatility and accuracy attribute is achieved through the pioneering use of Generative AI and Expert LLMs for document processing. Secondly, DeepOpinion eliminates the requirement for extensive training data sets, which is a common challenge with traditional OCR solutions. By leveraging AI Hub, it can build powerful models within minutes without any data training. This is achieved using domain-tuned Generative LLM zero-shot capabilities that require only 50 to 100 training examples for over 98% accuracy. This innovation is a result of pioneering LLM research since 2018, coupled with an Automated Machine Learning architecture that automates model optimization, thus outperforming major competitors by up to 3 times on unstructured data. Lastly, DeepOpinion's AI Hub also offers operational and maintenance advantages over traditional OCR solutions. While traditional solutions require high training and maintenance effort/costs, and fail to handle flexible/unstructured layouts effectively, DeepOpinion reduces these burdens by minimizing reliance on predefined templates and offering capabilities for complete dark processing. The performance of DeepOpinion's AI continuously improves as more data is passed through the models, and corrections are made thanks to advanced model-listening and an automated continuous learning loop. This ensures that the learning benefits of a model from use in a specific domain benefit all users - a unique advantage over traditional 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.