What Lexalytics does

Lexalytics is a privately-held natural language processing and text analytics company founded in 2003 by Jeff Catlin and Mike Marshall, and operating as a wholly-owned subsidiary of InMoment since its 2021 acquisition. The company sells enterprise NLP software through three core product lines: Salience, an on-premise text analytics engine available as software libraries with Java, Python, .NET/C#, and native C/C++ bindings; Semantria, a cloud-delivered RESTful API that wraps the Salience engine with graphical configuration tools and supports public, private, and hybrid deployments; and Spotlight, a web-based business intelligence platform for storing, managing, analyzing, and visualizing unstructured text document collections. The underlying technology combines approximately 40 supervised and unsupervised machine learning models with rules-based processing, Concept Matrix semantic modeling, and Syntax Matrix parsing, supporting capabilities including sentiment analysis, named entity extraction, categorization, intention detection, and document summarization across 29 languages and dialects representing roughly 67% of the world population.

The company monetizes primarily through recurring software licensing and SaaS subscriptions (Salience and Semantria), complemented by professional services for Semi-Custom Applications and Industry Pack configurations. Industry Packs are pre-built vertical configurations covering 45+ industries (Hotels, Restaurants, Retail, Pharma, Voice of Employee, etc.) that deliver up to 10% sentiment accuracy improvements out-of-box. Disclosed enterprise customers include Microsoft, La-Z-Boy, Foot Locker, Sage Therapeutics, DataSift, and evolve24, with additional OEM partnerships such as Bright (upskilling platform) and domain partnerships with True North Solutions and Glasshouse Health for medical affairs analytics in pharma. The firm is headquartered in South Jordan, Utah, employs 11–50 people, and has been recognized by Gartner as a representative vendor in its 2020 Market Guide for Text Analytics and by the AI Breakthrough Awards as Best Overall NLP Company in 2023.

The go-to-market motion is primarily API-first enterprise field sales with dedicated USA and international sales teams, supplemented by a self-service NLP Demo for prospect evaluation and professional services for customization. Distribution spans direct enterprise licensing, cloud SaaS, OEM/embedded integrations, and academic collaboration with the University of Massachusetts Amherst Center for Data Science. Revenue, pricing, and headcount figures are not publicly disclosed. As an InMoment subsidiary, Lexalytics operates within a larger experience management platform strategy rather than as an independent venture-backed company.

Name

Lexalytics

Legal name

Lexalytics, Inc.

Website

https://lexalytics.com

Company type

Private

Founded year

2003

Operating status

Operating

Headcount range

11–50 employees

Short description

Lexalytics is a private NLP and text analytics company, founded in 2003 and acquired by InMoment in 2021, that sells Salience (on-premise), Semantria (cloud API), and Spotlight (BI) platforms to enterprise customers across 29 languages and 45+ verticals including retail, pharma, and hospitality.

Ownership category

akta.pro rank

Product category

Text Analytics and Natural Language Processing Software

NAICS

Software Publishers (5132), Software Publishers (513210), Custom Computer Programming Services (541511)

SIC

Services-Prepackaged Software (7372), Services-Computer Programming Services (7371), Services-Computer Integrated Systems Design (7373)

akta.pro primary industry

Text Analytics & Information Extraction (NER, classification, sentiment) (HDAAADAA)

akta.pro secondary industries

Summarization & Document Understanding (HDAAADAE), Search, Retrieval & Semantic Ranking (BM25/vector, hybrid) (HDAAADAB), Knowledge Graphs, Ontologies & Entity Resolution (HDAAADAI)

Keywords

• Text analytics software
• Natural language processing
• Sentiment analysis platform
• Entity extraction tools
• Cloud NLP API

Headquarters

HQ city

Amherst

HQ country

United States

HQ region

North America

Offices2 records

Markets served

GTM type

B2B

Offering type

Software

Cost components

Technology or R&D, Personnel, Marketing or Sales, Operations, Infrastructure

Revenue model

1. Software Licensing (Salience): On-premise text analytics and NLP software libraries licensed to enterprise customers for integration into business intelligence architecture or white-label products. Supports Java, Python, .NET/C# bindings and native C/C++ interface.
2. Cloud API (Semantria): RESTful API text and sentiment analysis delivered as cloud SaaS with graphical configuration and user management tools. Scales from desktop analytics to high-demand social platforms.
3. Spotlight Platform: Web-based business intelligence platform for storing, managing, analyzing, and visualizing text document collections with custom dashboards
4. Semi-Custom Applications: Fast, effective NLP solutions customized for specific industry and business problems in biotechnology, healthcare, and financial services
5. Professional Services: Consulting and customization services including low-level NLP configuration, custom user interfaces, technology integrations, feedback loops for model training, and implementation support

Go-to-market motion2 records

Distribution channels5 records

Marketing channels6 records

Core offering

Lexalytics develops text analytics and natural language processing software that transforms unstructured text into structured data and actionable insights. The company offers on-premise NLP libraries (Salience), a cloud-based RESTful API (Semantria), and a web-based business intelligence platform (Spotlight), supported by industry-specific configurations and semi-custom application services for enterprise customers.

Product overview

Lexalytics offers a unified NLP platform with three core products designed for different deployment scenarios. Salience provides on-premise text analytics and NLP software libraries with full underlying technology access. Semantria wraps the same capabilities into a cloud RESTful API with graphical configuration tools for public, private, or hybrid cloud deployment. Spotlight serves as a web-based business intelligence application for storing, managing, and visualizing unstructured text analysis built on the Semantria API. The platform processes billions of documents daily, transforming complex text into structured data, insights, and value. Additional offerings include Semi-Custom Applications for industry-specific NLP solutions and Industry Packs providing pre-built configurations for 45+ verticals.

Differentiator

Problem solved

Functional benefit

Brands

• Salience: Text analytics and NLP software libraries for on-premise deployment or integration.
• Semantria
• Spotlight
• Semi-Custom Applications

Products and services

• Salience Core text analytics and NLP software libraries for on-premise deployment or integration, providing complete access to the underlying NLP technology with full feature stack including sentiment analysis, entity extraction, categorization, and theme analysis. Supports Java, Python, .NET/C#, and C/C++ bindings for data scientists and enterprise architects needing on-premise deployment for security or privacy.
• Semantria Cloud-based RESTful API providing text and sentiment analysis, built on the Salience engine and deployed via public, private, or hybrid cloud infrastructure. Includes graphical configuration and user management tools, and offers customizable NLP features for cloud-based enterprise data analytics.
• Spotlight Web-based business intelligence platform for storing, managing, analyzing, and visualizing unstructured text document collections. Built on the Semantria API with interactive dashboards, supporting Voice of Customer, Voice of Employee, and Social Listening programs.
• Semi-Custom Applications Fast, effective NLP solutions for complex text data-related business problems, combining core NLP technology with customization for specific industries including biotechnology, healthcare, and financial services. Includes semi-structured data parsing, custom ML models, and professional services engagement.
• Industry Packs Pre-built industry configurations for out-of-the-box improvements in sentiment accuracy, topic detection, categorization, and entity extraction across 45+ verticals including Hotels, Restaurants, Retail, Pharma, Voice of Employee, Banking, Insurance, and Healthcare, with up to 10% sentiment accuracy gains.

Quantifiable outcome

• Up to 10% increase in sentiment accuracy with Industry Packs
• +3 more outcomes

Named customers6 records

Segments8 records

Ideal customer profiles5 records

Technology focussed Yes

API detail

Has API

Yes

API docs

API detail

Core technology

AI maturity

App detail

AI capability10 records

Feature8 records

Partnerships

Four partnerships are on record, tiered major, strategic and research.

• BrightmajorStrategic or Co-development Partner · 1 January 2022Lexalytics expanded its OEM partnership ecosystem as Bright chose Lexalytics' AI-based NLP engine to power its immersive learning platform. This partnership delivers AI-powered upskilling applications for enterprise customers.
• True North SolutionsstrategicStrategic or Co-development PartnerMedical Affairs partnership covering North America. True North has worked across more than 25 conditions and over 100 projects including AI for Medical Information, advisory board insights, neural networks in social media monitoring, patient landscaping, medical education prediction, scientific congress analytics using NLP, and digital health partnerships with Apple, Google, and Palantir.
• Glasshouse HealthstrategicStrategic or Co-development PartnerMedical Affairs partnership covering Europe. Projects include strategy development, medical product planning, brand plan review, investigator initiated study management, real world data collation and publication, patient support programme development, patient advisory boards and digital health solution development.
• University of Massachusetts Amherst Center for Data ScienceresearchStrategic or Co-development PartnerAcademic research partnership on AI building process challenges, working with faculty and staff on advancing AI research including swarm intelligence, adaptive AI, and explainable/fair AI.

Scale indicators3 records

Recent moves6 records

Expansion highlights5 records

Direct peers

• AYLIEN: Text analytics API providing sentiment, entity, concept, and classification capabilities for news and enterprise content. Comparable to Lexalytics in API-first NLP delivery and multilingual support.
• Basis Technology (Rosette): Multilingual text analytics platform with strong entity extraction, name matching, and language identification. Comparable to Lexalytics in multilingual NLP focus and enterprise/government customer base.
• MonkeyLearn: No-code text analytics and NLP platform offering sentiment analysis, entity extraction, and classification via API and UI. Closely comparable to Lexalytics' Salience/Semantria in core functionality and target customer (enterprise VoC/VoE), though with a more self-service orientation.
• MeaningCloud: Cloud-based text analytics API providing sentiment, entity extraction, categorization, and topic extraction across multiple languages. Directly comparable to Lexalytics' Semantria API offering.

Broad incumbents

• IBM Watson Natural Language Understanding: Enterprise NLP service offering entity extraction, sentiment, emotion, and classification. Competes with Lexalytics for enterprise NLP workloads but as part of IBM's broader AI/cloud portfolio.
• Clarabridge (Qualtrics): Customer experience text analytics platform focused on VoC, now part of Qualtrics. Comparable to Lexalytics Spotlight for CX use cases, but embedded within a much broader experience management suite.
• Google Cloud Natural Language API: Hyperscaler NLP API providing entity extraction, sentiment, classification, and syntax analysis. A direct functional alternative for enterprises already on Google Cloud, competing on bundled pricing and scale.
• Azure AI Language (Text Analytics): Microsoft's cloud NLP offering providing sentiment, key phrases, entity recognition, and summarization. Comparable to Semantria in API delivery and a key competitor given Microsoft's own internal use of Lexalytics.
• AWS Comprehend: Hyperscaler NLP service with entity extraction, sentiment, topic modeling, and Comprehend Medical for healthcare. Comparable to Lexalytics' general and pharma/medical NLP capabilities, often at lower per-unit cost inside AWS.

Emerging players

• spaCy / Explosion AI: Open-source NLP library (spaCy) and commercial tooling (Prodigy) for text analytics and ML model training. Used by data scientists as an alternative to licensed NLP engines like Salience, particularly for custom in-house NLP pipelines.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat5 records

Key risks6 records

Key highlights7 records

Customer concentration

• LinkedInlinkedin.com/company/lexalytics-inc.
• Xx.com/Lexalytics
• Facebookfacebook.com/124936814233570

Revenue estimate

Valuation estimate

Number of profiles

Profiles6 records

Funding overview

Funding rounds

Investors

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A1 record

Investments1 record

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about Lexalytics