What Liquid Intelligence does

Liquid Intelligence is a privately held, Nashville-based AI software company founded in 2020 that builds curated natural-language solutions for industrial-specific applications. Its core offering is a Contextual Natural Language Understanding (NLU) platform that interprets user queries with domain awareness, distinguishing between word meanings and tracking conversation context to power both customer-facing chatbots and internal data-query workflows. The product portfolio is organized into three integrated services: Knowledge Acquisition (data harmonization and insight extraction across siloed datasets), Data Harmonization (natural-language interfaces for querying complex data), and Conversational Intelligences (contextual AI chatbots and knowledge-graph-driven information retrieval).

The company's stated technology differentiators include knowledge-graph-backed organization of information, sentiment analysis, and elimination of data silos through a unified data view. It targets four verticals — healthcare, finance, education, and customer service — with use cases ranging from patient-interaction automation and financial-data analysis to student-query handling and customer-service chatbot deployment. The company's own 'About' page frames its mission as 'enabling technology to get humans back to connecting with humans,' positioning IoT as its operational backbone and an 'Internet of Intelligence (IoI)' as its forward-looking vision.

Liquid Intelligence operates a B2B enterprise field-sales motion, with 'Schedule Demo' / 'Request Demo' and 'Contact us' as the primary calls-to-action on its website; pricing is quote-based and not publicly disclosed, implying custom enterprise contracts. Leadership consists of Co-CEOs David Brock, PH.D. (Founder) and Trevor Gormley, alongside a Head of Sales, Lead Project Manager, a software developer, and a board that includes four members. The company has raised approximately $275,000 across two disclosed rounds (August 2020 and May 2022), maintains 1–10 employees, has no named customer logos, and has no disclosed revenue, patents, partnerships, or third-party technology validations on record.

Name

Liquid Intelligence

Legal name

Liquid Intelligence

Website

https://liquidintelligence.ai

Company type

Private

Founded year

2020

Operating status

Operating

Headcount range

1–10 employees

Short description

Liquid Intelligence is a Nashville-based AI software company, founded in 2020, that builds a contextual Natural Language Understanding platform for enterprise customers in healthcare, finance, education, and customer service, delivering chatbots, data harmonization, and knowledge-graph–driven information retrieval via custom enterprise contracts.

Ownership category

akta.pro rank

Product category

Enterprise AI / Natural Language Understanding Software

NAICS

Software Publishers (513210), Custom Computer Programming Services (541511), Computer Systems Design Services (541512)

SIC

Services-Computer Programming, Data Processing, Etc. (7370), Services-Prepackaged Software (7372)

akta.pro primary industry

Conversational NLP & Dialogue Management (chatbots, agents) (HDAAADAF)

akta.pro secondary industries

Conversational AI Platforms (chat/voice bots, orchestration) (HDAAAFAC), AI/ML Solution Integration & MLOps Enablement (BPAEAAAJ), Augmented Analytics & AI-Assisted BI (NLQ/NLG, Insights) (HDAEAMAD), Generative AI & LLM Solutions Services (RAG, Agents, Copilots) (BPAEAHAG)

Keywords

• Conversational AI platform
• Natural language understanding
• Data harmonization services
• Knowledge graph analytics
• Enterprise AI solutions

Headquarters

HQ city

Natick

HQ country

United States

HQ region

North America

Offices1 record

Markets served

GTM type

B2B

Offering type

Software

Cost components

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

Revenue model

1. AI Solutions and Services: Liquid Intelligence provides AI solutions for industrial-specific applications, likely through a subscription or service-based model. The company offers curated AI implementations tailored to specific industry needs including healthcare, finance, education, and customer service sectors.

Go-to-market motion1 record

Distribution channels1 record

Marketing channels2 records

Core offering

Liquid Intelligence builds and delivers curated AI solutions centered on its proprietary Contextual Natural Language Understanding (NLU) platform, sold to enterprise customers across healthcare, finance, education, and customer service. Its three integrated service lines are Knowledge Acquisition (data harmonization and insight extraction), Data Harmonization (natural-language querying of complex datasets), and Conversational Intelligences (contextual NLU-powered chatbots and knowledge graphs). The offering is delivered through a consultative enterprise sales motion with custom implementations rather than self-serve software.

Product overview

Liquid Intelligence is a software/SAAS company that provides curated, fast AI solutions for industrial-specific applications. The product portfolio centers on Contextual Natural Language Understanding technology, delivered through three integrated service offerings: Knowledge Acquisition (for data harmonization and insight extraction), Data Harmonization (for natural language querying of complex data), and Conversational Intelligences (AI chatbots for customer service and domain-specific applications). The company operates an IoT backbone with a vision toward Internet of Intelligence (IoI), providing industry-agnostic solutions adapted for healthcare, finance, education, and customer service sectors. Their work process follows three stages: Frame the Problem, Collect the Data, and Process the Data to produce highly accurate models.

Differentiator

Problem solved

Functional benefit

Products and services

• Knowledge Acquisition Data harmonization service that streamlines complex datasets, eliminates data silos, and delivers a unified, comprehensive view of information for easier analysis and valuable insight extraction. Intended for enterprise customers across healthcare, finance, education, and customer service verticals.
• Data Harmonization Natural-language interface to enterprise data that reduces friction when querying datasets, making complex data more accessible and easier to work with. Targeted at organizations needing to query and analyze unified, harmonized data.
• Conversational Intelligences AI-powered conversational solution featuring contextual NLU chatbots and knowledge graphs that organize and navigate vast amounts of data intelligently, enabling natural human-like interactions across healthcare, finance, education, and customer service applications.
• Contextual Natural Language Understanding Platform Foundational AI technology platform that accurately interprets user requests by understanding context, distinguishing between different word or phrase meanings, and providing precise, personalized responses with enhanced information retrieval and sentiment analysis capabilities. Sold as the underlying engine powering Liquid Intelligence's enterprise AI solutions.

Quantifiable outcome

• 98% accuracy in conversational AI chatbots
• +2 more outcomes

Segments4 records

Ideal customer profiles4 records

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

AI capability5 records

Feature4 records

Scale indicators5 records

Recent moves5 records

Expansion highlights4 records

Direct peers

• Kore.ai: Kore.ai is an enterprise conversational AI platform offering no-code chatbots, virtual assistants, and contextual NLU across multiple industries (banking, healthcare, retail). It directly overlaps with Liquid Intelligence's contextual NLU chatbot offering and B2B enterprise GTM.
• Rasa: Rasa is an open-source conversational AI framework providing contextual NLU and dialogue management for enterprise assistants. It is a direct competitor in the contextual NLP and chatbot orchestration space, particularly for organizations wanting customizable NLU pipelines.
• Cognigy: Cognigy offers an enterprise conversational AI platform for building AI agents across customer service, sales, and IT support. It is comparable to Liquid Intelligence in targeting B2B enterprise buyers with vertical-specific conversational AI deployments.
• Avaamo: Avaamo builds enterprise conversational AI assistants focused on healthcare, finance, and retail, with strong emphasis on contextual NLU and vertical workflows. It directly mirrors Liquid Intelligence's industry-agnostic-but-contextually-refined positioning.
• Inbenta: Inbenta provides conversational AI, knowledge management, and semantic search solutions for enterprise customer service. Its combination of NLU, knowledge graphs, and data harmonization is closely comparable to Liquid Intelligence's product stack.

Emerging players

• Yellow.ai: Yellow.ai is a fast-growing conversational AI platform offering enterprise chatbots and voice bots across multiple verticals. It is an emerging but increasingly well-funded peer competing in the same enterprise conversational AI category.
• Cresta: Cresta applies conversational AI to real-time agent assistance and customer service automation. While more specialized in contact-center use cases, it overlaps with Liquid Intelligence's customer service and sentiment analysis capabilities.

Broad incumbents

• Google Dialogflow: Google's Dialogflow is a broad cloud-based conversational AI platform offering NLU, dialogue management, and integrations across many verticals. As a major incumbent, it competes with Liquid Intelligence on enterprise-grade contextual NLU and chatbot deployments.
• Microsoft Azure AI Bot Service: Microsoft's Azure Bot Service and Copilot Studio provide enterprise conversational AI as part of a broader AI/cloud portfolio. It competes with Liquid Intelligence as a broad incumbent offering contextual dialogue and integration capabilities.
• IBM Watson Assistant: IBM Watson Assistant is an enterprise conversational AI platform with deep healthcare, finance, and customer service penetration. It is comparable to Liquid Intelligence as a broader incumbent that uses NLU and knowledge graphs for vertical AI deployments.

Market position

Strengths4 records

Weaknesses4 records

Competitive moat3 records

Key risks6 records

Key highlights6 records

Customer concentration

Revenue estimate

Valuation estimate

Number of profiles

Profiles9 records

Funding overview

Funding rounds2 records

Investors

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

M&A

Investments

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

Frequently asked questions about Liquid Intelligence