Numind
NuMind is an Artificial Intelligence (AI) tool that allows users to create custom machine learning models to process text automatically. It...
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What is Numind?
NuMind is a French software company that provides AI tools for information extraction from documents. Their flagship product is NuExtract, a specialized Vision Language Model (VLM) and Large Language Model (LLM) that extracts structured information (JSON output) from texts, PDFs, scans, images, spreadsheets, and handwritten documents. The NuMind desktop tool allows data scientists, data analysts, and software engineers to create custom NLP models for tasks including structured extraction, Named Entity Recognition (NER), multi-label classification, and standard classification.
Key features include the NuExtract platform which enables users to define extraction tasks via templates and examples in a web interface, test models, and extract data at scale via API. The tool dramatically reduces labeling requirements by automatically building models on top of large language models, offers Active Learning to speed up labeling, provides multilingual support for creating models in any language without translation, includes an intuitive labeling interface, and delivers live performance reports. NuMind runs locally on Windows, Linux, and MacOS, and models can be deployed on users' own infrastructure via model API.
NuMind is designed for businesses across all industries including Banking/Finance (KYC verification, financial statement extraction), Insurance (claim processing, expert report extraction), Healthcare (patient-intake automation, medical coding), Legal (contract parsing, NDA clause extraction), Logistics (cargo manifest extraction), Manufacturing (bill of materials verification), Public Sector (tax-return data extraction), HR/Recruiting (resume parsing), Marketing (sentiment monitoring), and Real Estate (lease parsing). Users become the owner of each model created with NuMind.
Numind pricing
Pricing model: Free
NuMind offers three subscription plans: NuMind SOLO (monthly or annual basis) for individual use with model/data export and updates; NuMind TEAM (monthly or annual basis) for collaborative use with model/data export and updates; and NuMind CUSTOM ENTERPRISE (quotation-based) with specific developments and adaptations. A free trial period is available with limited functionality. Without subscription, software has limited functionality. Prices are in USD, exclusive of tax, with VAT added if applicable. Invoices payable upon receipt via bank transfer or credit card (Visa, MasterCard). Free tier available for NuExtract API at nuextract.ai to start for free.
Numind pros
- Extracts structured JSON from PDFs, images, scans, and handwritten documents
- Specialized VLM/LLM outperforms GPT-4.1 and frontier models on extraction tasks
- Low hallucination rate with ability to say 'I don't know' when information missing
- 10x faster NLP project completion compared to traditional methods
- Drastically reduces labeling requirements through automatic model building
- Active Learning speeds up labeling by identifying most informative documents
- Multilingual support - creates models in 100+ languages without translation
- No coding or machine learning expertise required - intuitive interface
- Local desktop application works on Windows, Linux, and MacOS
- Users own all custom models created with the software
- Models deployable on own infrastructure via model API
- Live performance reports show model strengths and weaknesses during training
- Handles arbitrarily long documents
- 500x smaller than GPT-4o while outperforming it in English
- $3M seed funding backed by reputable investors
- Partners with CNRS-supervised Laboratory of Formal Linguistics for research
- Open-source models available under MIT license on Hugging Face and GitHub
- 10x+ lower cost than manual document processing
- Runs in production on single GPU
Numind cons
- Free tier has limited functionality without subscription
- Pricing in USD only, may include VAT depending on location
- Monthly or annual subscription required for full features
- No guaranteed result quality - client responsible for verifying outputs
- Company not liable for accidental data destruction - client must backup
- Minimum subscription period may apply depending on plan chosen
- Prices can change with only 1 month notice from company
- 20% penalty fee on late payments
- No refund on cancelled subscriptions or trial periods
Frequently asked questions about Numind
What is NuMind used for?
NuMind is used to create custom NLP models for information extraction tasks including structured text extraction, Named Entity Recognition (NER), multi-label classification, and standard classification. It extracts structured information from text, PDFs, images, scans, and handwritten documents, populating databases with reliable structured data for industries like healthcare, finance, legal, and insurance.
What is NuExtract?
NuExtract is NuMind's specialized Vision Language Model (VLM) and Large Language Model (LLM) for information extraction. NuExtract 2.0 PRO is the state-of-the-art model that outperforms GPT-4.1 by +9 F-Score, bringing vision, abstraction, and in-context learning abilities. It extracts structured JSON output or Markdown full content from documents including invoices, contracts, forms, emails, and spreadsheets.
Do I need coding experience to use NuMind?
No coding or machine learning expertise is required. NuMind is designed to be intuitive with an interactive AI development paradigm. Users can easily train, test, and deploy NLP projects using a single platform with an intuitive labeling interface and live performance reports.
What document formats can NuMind process?
NuMind processes text, PDF files, images, scans, spreadsheets, and handwritten documents. NuExtract specifically handles PDFs, images, scans, and spreadsheets at scale via API.
Is NuMind multilingual?
Yes, NuMind supports multilingual model creation in any language without translation. NuExtract supports 100+ languages natively, and NuExtract 1.5 is specifically multilingual and can handle arbitrarily long documents while outperforming GPT-4o in English.
Where can I deploy NuMind models?
NuMind is a local desktop application installed on your Device (Windows, Linux, MacOS). Models can be deployed on your own infrastructure with help from the model API. NuExtract offers both managed API access (NuExtract API) and private deployment in your own environment (NuExtract Enterprise).
Who owns the models created with NuMind?
You become the owner of each model created with NuMind. All intellectual property rights relating to custom models trained by the Client are and remain the property of the Client. However, the NuMind Software itself remains full and exclusive property of NUMIND.
What industries use NuMind?
NuMind is for all industries including Banking/Finance (KYC, financial statements), Insurance (claim triage), Healthcare (patient intake, medical coding), Legal (contract parsing, NDA extraction), Logistics (cargo manifests), Manufacturing (bill of materials), Public Sector (tax returns), HR/Recruiting (resume parsing), Marketing (sentiment monitoring), Real Estate (lease parsing), Energy & Utilities, and Defense.
How does Active Learning work in NuMind?
Active Learning speeds up labeling by letting the model identify the most informative documents for humans to label. This reduces the amount of labeling necessary and accelerates the training process by focusing on documents that provide the most value for model improvement.
Is NuMind open source?
NuMind offers open-source models under MIT license. NuExtract 1.5 and NuExtract base models are released under MIT license for everyone to use. The company releases open-source versions in the 2B-8B parameters range and provides API access to NuExtract 2.0 PRO. Open-source models are available on Hugging Face and GitHub.