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Loan Agreement Automation is a transformative technology employing advanced AI and machine learning to revolutionize the processing of loan agreements. It automates the extraction of key information, such as borrower details, loan terms, interest rates, collateral, and more, from a myriad of document layouts without the need for templates or pixel rules.
By harnessing the power of DeepOpinion's Generative AI and Large Language Models (LLMs), businesses can handle 99% of global document variations, achieving impressive accuracy rates of over 98%. This leads to a substantial boost in operational efficiency, reducing error rates by up to 20 times and drastically cutting down manual data entry and review processes.
The resultant impact on business performance is profound, with significant time and cost savings, faster loan processing times, and improved customer satisfaction. At the forefront of this innovation, DeepOpinion's platform offers the added advantage of continuous learning, where AI models improve over time, ensuring sustained business growth and competitive advantage.
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 Loan Agreement processing differentiates itself from traditional OCR solutions by employing Large Language Models (LLM), which offer layout independence and significantly reduced error rates. Rather than relying on static templates or position-based information, which often fail to handle global variation, layout variety, and semi/unstructured documents, DeepOpinion's LLM can easily handle a wide variety of layouts with a high degree of accuracy. For example, a single LLM has been shown to process more than 35,000 layouts with over 98% accuracy. This model versatility and accuracy allow DeepOpinion to handle 99% of global variation in document layouts, reducing error rates by 20x. A significant advantage of DeepOpinion's approach is its ability to build powerful models without requiring extensive data training. This zero-training necessity and data efficiency stand in stark contrast to traditional OCR solutions, which often require large training data sets to create models that still prove inaccurate due to the ineffective AI in many existing tools. DeepOpinion's domain-tuned Generative LLMs require only 50-100 training examples for superior accuracy and can be built in minutes. DeepOpinion also offers pre-trained models, operational and maintenance advantages, and a continuous learning loop for AI accuracy improvements. Pre-trained models allow for quick impact on common document types, while the operational and maintenance advantages result in reduced reliance on predefined templates and capabilities for complete dark processing. The continuous learning loop ensures the AI models' performance improves as more data is processed and corrections are made, leading to better models for all clientele. This approach results in significant improvements in processing time, cost, and accuracy when compared to 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.