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Best Natural Language Processing (NLP) Platforms Software

Matthew Miller
MM
Researched and written by Matthew Miller

Natural language processing (NLP) platforms are software solutions designed to help developers create, customize, and deploy advanced NLP models for a wide range of applications.

These platforms provide tools for building models capable of processing, analyzing, and generating human language. Unlike general-purpose machine learning (ML) platforms, NLP platforms focus on language-related tasks and emphasize flexibility. This enables developers to train custom models, fine-tune existing ones, and seamlessly integrate them into workflows and applications.

NLP platforms stand apart from tools like text analysis software, which primarily extract insights from text, and natural language understanding (NLU) tools, which rely on prebuilt algorithms for predefined tasks. Instead, NLP platforms allow users to build and optimize models for unique, domain-specific needs. They also differ from data science and machine learning (DSML) platforms, which cover a broader spectrum of ML use cases beyond NLP.

Unlike standard chatbot software, which typically provides basic conversational capabilities, NLP platforms enable highly customizable solutions that can be embedded directly into business workflows and data structures. These platforms empower developers to address specific linguistic challenges, integrate proprietary data, and create scalable systems for diverse applications such as semantic search, text generation, sentiment analysis, and more.

To qualify for inclusion in the natural language processing (NLP) category, a product must:

Allow users to train and fine-tune custom NLP models, such as transformers, on proprietary datasets
Provide tools for customizing and building NLP pipelines for tasks like named entity recognition, text classification, and tokenization
Offer deployment options, such as APIs or microservices, to embed trained models into applications
Facilitate the handling of large datasets for model training with distributed or cloud-based computing support
Include features for monitoring, retraining, and managing NLP models in production environments

Best Natural Language Processing (NLP) Platforms Software At A Glance

G2 takes pride in showing unbiased reviews on user satisfaction in our ratings and reports. We do not allow paid placements in any of our ratings, rankings, or reports. Learn about our scoring methodologies.

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13 Listings in Natural Language Processing (NLP) Platforms Available
(34)4.2 out of 5
1st Easiest To Use in Natural Language Processing (NLP) Platforms software
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  • Overview
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  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Analyze text to extract meta-data from content such as concepts, entities, keywords, categories, relations and semantic roles.

    Users
    No information available
    Industries
    • Information Technology and Services
    • Computer Software
    Market Segment
    • 56% Small-Business
    • 26% Enterprise
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • IBM Watson Natural Language Understanding Pros and Cons
    How are these determined?Information
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Ease of Use
    9
    Accuracy
    5
    User Interface
    4
    Customization
    3
    Functionality
    3
    Cons
    Complex Setup
    4
    Limitations
    2
    Complexity
    1
    Difficult Learning
    1
    Not User-Friendly
    1
  • Seller Details
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  • Seller Details
    Seller
    IBM
    Year Founded
    1911
    HQ Location
    Armonk, NY
    Twitter
    @IBM
    709,764 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    331,391 employees on LinkedIn®
    Ownership
    SWX:IBM
Product Description
How are these determined?Information
This description is provided by the seller.

Analyze text to extract meta-data from content such as concepts, entities, keywords, categories, relations and semantic roles.

Users
No information available
Industries
  • Information Technology and Services
  • Computer Software
Market Segment
  • 56% Small-Business
  • 26% Enterprise
IBM Watson Natural Language Understanding Pros and Cons
How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Ease of Use
9
Accuracy
5
User Interface
4
Customization
3
Functionality
3
Cons
Complex Setup
4
Limitations
2
Complexity
1
Difficult Learning
1
Not User-Friendly
1
Seller Details
Seller
IBM
Year Founded
1911
HQ Location
Armonk, NY
Twitter
@IBM
709,764 Twitter followers
LinkedIn® Page
www.linkedin.com
331,391 employees on LinkedIn®
Ownership
SWX:IBM
(14)4.2 out of 5
Optimized for quick response
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Entry Level Price:Starting at $500.00
  • Overview
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  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    IBM® watsonx™ Orchestrate® puts AI to work for automating complex workflows and processes at scale, without changing your existing systems and tools. Join us at IBM TechXchange 2025 to explore thi

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 43% Mid-Market
    • 36% Small-Business
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • IBM watsonx Orchestrate Pros and Cons
    How are these determined?Information
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Automation
    8
    Easy Integrations
    6
    AI Integration
    5
    Integrations
    4
    Tools
    4
    Cons
    Learning Curve
    5
    Complexity
    2
    Complex Usability
    2
    Missing Features
    2
    Understanding Issues
    2
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    IBM
    Company Website
    Year Founded
    1911
    HQ Location
    Armonk, NY
    Twitter
    @IBM
    709,764 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    331,391 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

IBM® watsonx™ Orchestrate® puts AI to work for automating complex workflows and processes at scale, without changing your existing systems and tools. Join us at IBM TechXchange 2025 to explore thi

Users
No information available
Industries
No information available
Market Segment
  • 43% Mid-Market
  • 36% Small-Business
IBM watsonx Orchestrate Pros and Cons
How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Automation
8
Easy Integrations
6
AI Integration
5
Integrations
4
Tools
4
Cons
Learning Curve
5
Complexity
2
Complex Usability
2
Missing Features
2
Understanding Issues
2
Seller Details
Seller
IBM
Company Website
Year Founded
1911
HQ Location
Armonk, NY
Twitter
@IBM
709,764 Twitter followers
LinkedIn® Page
www.linkedin.com
331,391 employees on LinkedIn®

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  • Overview
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  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    NLP Cloud serves high performance NLP models from Hugging Face and spaCy. You can perform NER, sentiment-analysis, classification, summarization, text generation (with GPT-J and GPT-Neo, the open-so

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 100% Small-Business
  • Seller Details
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  • Seller Details
    Seller
    NLP Cloud
    Year Founded
    2020
    HQ Location
    Grenoble, FR
    Twitter
    @cloud_nlp
    482 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    6 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

NLP Cloud serves high performance NLP models from Hugging Face and spaCy. You can perform NER, sentiment-analysis, classification, summarization, text generation (with GPT-J and GPT-Neo, the open-so

Users
No information available
Industries
No information available
Market Segment
  • 100% Small-Business
Seller Details
Seller
NLP Cloud
Year Founded
2020
HQ Location
Grenoble, FR
Twitter
@cloud_nlp
482 Twitter followers
LinkedIn® Page
www.linkedin.com
6 employees on LinkedIn®
  • Overview
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  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Datasaur offers the most intuitive interface for all your Natural Language Processing related tasks.

    Users
    No information available
    Industries
    • Computer Software
    • Information Technology and Services
    Market Segment
    • 50% Mid-Market
    • 40% Small-Business
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Datasaur
    Year Founded
    2019
    HQ Location
    San Francisco Bay Area, California
    Twitter
    @datasaurai
    252 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    65 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Datasaur offers the most intuitive interface for all your Natural Language Processing related tasks.

Users
No information available
Industries
  • Computer Software
  • Information Technology and Services
Market Segment
  • 50% Mid-Market
  • 40% Small-Business
Seller Details
Seller
Datasaur
Year Founded
2019
HQ Location
San Francisco Bay Area, California
Twitter
@datasaurai
252 Twitter followers
LinkedIn® Page
www.linkedin.com
65 employees on LinkedIn®
  • Overview
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  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Modern AI approaches require massive labeled training datasets to learn from, which traditionally rely on armies of human annotators to label by hand. In Snorkel Flow, users programmatically label, bu

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 100% Small-Business
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Snorkel Flow Pros and Cons
    How are these determined?Information
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Data Management
    1
    Easy Integrations
    1
    Flexibility
    1
    Cons
    Difficult Learning
    1
    Difficult Setup
    1
    Required Knowledge
    1
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Snorkel
    Year Founded
    2019
    LinkedIn® Page
    www.linkedin.com
    244 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Modern AI approaches require massive labeled training datasets to learn from, which traditionally rely on armies of human annotators to label by hand. In Snorkel Flow, users programmatically label, bu

Users
No information available
Industries
No information available
Market Segment
  • 100% Small-Business
Snorkel Flow Pros and Cons
How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Data Management
1
Easy Integrations
1
Flexibility
1
Cons
Difficult Learning
1
Difficult Setup
1
Required Knowledge
1
Seller Details
Seller
Snorkel
Year Founded
2019
LinkedIn® Page
www.linkedin.com
244 employees on LinkedIn®
  • Overview
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  • We don't have enough data from reviews to share who uses this product. Write a review to contribute, or learn more about review generation.
    Industries
    No information available
    Market Segment
    No information available
  • Seller Details
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  • Seller Details
    Seller
    Cohere
    Year Founded
    2019
    HQ Location
    Toronto, Ontario
    LinkedIn® Page
    www.linkedin.com
    38 employees on LinkedIn®
We don't have enough data from reviews to share who uses this product. Write a review to contribute, or learn more about review generation.
Industries
No information available
Market Segment
No information available
Seller Details
Seller
Cohere
Year Founded
2019
HQ Location
Toronto, Ontario
LinkedIn® Page
www.linkedin.com
38 employees on LinkedIn®
0 ratings
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  • Overview
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  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Datch is a platform that leverages AI to capture highly detailed, structured human-centric data while surfacing asset insights for decision-making and resource management. Our goal is to cut deep into

    We don't have enough data from reviews to share who uses this product. Write a review to contribute, or learn more about review generation.
    Industries
    No information available
    Market Segment
    No information available
  • Seller Details
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  • Seller Details
    Seller
    Datch
    LinkedIn® Page
    www.linkedin.com
Product Description
How are these determined?Information
This description is provided by the seller.

Datch is a platform that leverages AI to capture highly detailed, structured human-centric data while surfacing asset insights for decision-making and resource management. Our goal is to cut deep into

We don't have enough data from reviews to share who uses this product. Write a review to contribute, or learn more about review generation.
Industries
No information available
Market Segment
No information available
Seller Details
Seller
Datch
LinkedIn® Page
www.linkedin.com
  • Overview
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  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Labeah develops virtual assistant-based customer service centers that utilize the latest conversational AI technology. Our world-class digital infrastructure is optimized to reduce costs, increase eff

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 100% Small-Business
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Labeah Pros and Cons
    How are these determined?Information
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    AI Technology
    1
    Efficiency
    1
    Language Support
    1
    Pricing
    1
    Cons
    This product has not yet received any negative sentiments.
  • Seller Details
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  • Seller Details
    HQ Location
    N/A
    LinkedIn® Page
    www.linkedin.com
    1 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Labeah develops virtual assistant-based customer service centers that utilize the latest conversational AI technology. Our world-class digital infrastructure is optimized to reduce costs, increase eff

Users
No information available
Industries
No information available
Market Segment
  • 100% Small-Business
Labeah Pros and Cons
How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
AI Technology
1
Efficiency
1
Language Support
1
Pricing
1
Cons
This product has not yet received any negative sentiments.
Seller Details
HQ Location
N/A
LinkedIn® Page
www.linkedin.com
1 employees on LinkedIn®
  • Overview
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  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Sapien offers specialized data labeling services designed to enhance the performance of Large Language Models (LLMs) and natural language processing applications. By providing meticulously annotated d

    We don't have enough data from reviews to share who uses this product. Write a review to contribute, or learn more about review generation.
    Industries
    No information available
    Market Segment
    No information available
  • Seller Details
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    Seller
    Sapien
    HQ Location
    San Francisco, US
    LinkedIn® Page
    www.linkedin.com
    6 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Sapien offers specialized data labeling services designed to enhance the performance of Large Language Models (LLMs) and natural language processing applications. By providing meticulously annotated d

We don't have enough data from reviews to share who uses this product. Write a review to contribute, or learn more about review generation.
Industries
No information available
Market Segment
No information available
Seller Details
Seller
Sapien
HQ Location
San Francisco, US
LinkedIn® Page
www.linkedin.com
6 employees on LinkedIn®
  • Overview
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  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    NL42 is an advanced Natural Language Processing (NLP) technology developed by 42Maru, designed to enhance the understanding and processing of human language by machines. Leveraging AI-based NLP techni

    We don't have enough data from reviews to share who uses this product. Write a review to contribute, or learn more about review generation.
    Industries
    No information available
    Market Segment
    No information available
  • Seller Details
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  • Seller Details
    Seller
    42Maru
    Year Founded
    2015
    HQ Location
    Seoul, KR
    LinkedIn® Page
    www.linkedin.com
    34 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

NL42 is an advanced Natural Language Processing (NLP) technology developed by 42Maru, designed to enhance the understanding and processing of human language by machines. Leveraging AI-based NLP techni

We don't have enough data from reviews to share who uses this product. Write a review to contribute, or learn more about review generation.
Industries
No information available
Market Segment
No information available
Seller Details
Seller
42Maru
Year Founded
2015
HQ Location
Seoul, KR
LinkedIn® Page
www.linkedin.com
34 employees on LinkedIn®
  • Overview
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  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Noetica AI is an advanced software-as-a-service (SaaS) platform that leverages artificial intelligence to streamline and enhance the benchmarking of deal terms in corporate debt, mergers and acquisiti

    We don't have enough data from reviews to share who uses this product. Write a review to contribute, or learn more about review generation.
    Industries
    No information available
    Market Segment
    No information available
  • Seller Details
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  • Seller Details
    HQ Location
    N/A
    LinkedIn® Page
    www.linkedin.com
    1 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Noetica AI is an advanced software-as-a-service (SaaS) platform that leverages artificial intelligence to streamline and enhance the benchmarking of deal terms in corporate debt, mergers and acquisiti

We don't have enough data from reviews to share who uses this product. Write a review to contribute, or learn more about review generation.
Industries
No information available
Market Segment
No information available
Seller Details
HQ Location
N/A
LinkedIn® Page
www.linkedin.com
1 employees on LinkedIn®
  • Overview
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  • We don't have enough data from reviews to share who uses this product. Write a review to contribute, or learn more about review generation.
    Industries
    No information available
    Market Segment
    No information available
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    Seller
    Prodigy
    Year Founded
    1986
    HQ Location
    Loveland, US
    LinkedIn® Page
    www.linkedin.com
    63 employees on LinkedIn®
We don't have enough data from reviews to share who uses this product. Write a review to contribute, or learn more about review generation.
Industries
No information available
Market Segment
No information available
Seller Details
Seller
Prodigy
Year Founded
1986
HQ Location
Loveland, US
LinkedIn® Page
www.linkedin.com
63 employees on LinkedIn®
  • Overview
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  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Synth is a comprehensive AI-powered solution for managing and leveraging business conversations. We transcribe, translate, and analyze all your calls - be it sales calls, internal or external meetings

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 60% Small-Business
    • 40% Mid-Market
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Synth Pros and Cons
    How are these determined?Information
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Real-time Transcription
    2
    Transcription Accuracy
    2
    Transcripts
    2
    Accuracy
    1
    AI Insights
    1
    Cons
    Improvement Needed
    3
    Limited Options
    1
    Poor Audio Quality
    1
    Poor Summarization
    1
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    LinkedIn® Page
    www.linkedin.com
    5 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Synth is a comprehensive AI-powered solution for managing and leveraging business conversations. We transcribe, translate, and analyze all your calls - be it sales calls, internal or external meetings

Users
No information available
Industries
No information available
Market Segment
  • 60% Small-Business
  • 40% Mid-Market
Synth Pros and Cons
How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Real-time Transcription
2
Transcription Accuracy
2
Transcripts
2
Accuracy
1
AI Insights
1
Cons
Improvement Needed
3
Limited Options
1
Poor Audio Quality
1
Poor Summarization
1
Seller Details
LinkedIn® Page
www.linkedin.com
5 employees on LinkedIn®