Lucidworks
Lucidworks helps organizations turn complex structured and unstructured data into actionable insights and meaningful digital experiences through AI-powered enterprise search, discovery, personalization, and product discovery. Its stated goal is to make information available when, where, and to whom it is needed.
At a Glance
- Retail and e-commerce
- B2B distribution and manufacturing
- Financial services
- Healthcare
- +3 more
AI Tools by Lucidworks
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Lucidworks
Enterprise AI Search Platform
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Latest News
Lucidworks appointed Reade Frank and Guy Sperry as Co-CEOs and Drew Harman as Chairman of the Board.
Announced 2026 Superstars of Search award winners Coppel and Wesco.
Named a Leader in the Everest Group Enterprise Search Products PEAK Matrix Assessment 2026.
Announced 2025 Superstars of Search award winners Mouser Electronics, TE Connectivity, and Coppel.
Products & Services
Enterprise search and discovery platform extending Solr with data ingestion, query and index pipelines, recommendations, signals, analytics, relevance controls, and scalable deployment.
Enterprise-grade search for customer-facing and internal experiences, including neural hybrid search, relevance, personalization, and secure access to structured and unstructured data.
AI orchestration and generative-AI capabilities supporting LLM connections, grounded responses, retrieval-augmented generation, embeddings, semantic/vector search, guardrails, and security trimming.
No-code/low-code studio for creating AI applications and agents such as Q&A, generative answers, product-review summaries, recommendations, and specification summaries.
Market Position
Lucidworks positions itself as an enterprise-search and discovery specialist that combines open-source Lucene/Solr heritage with AI-native retrieval, neural hybrid search, personalization, recommendations, and no-code business-user tooling. It competes with broader enterprise search and AI platforms such as Elastic, Coveo, Algolia, Bloomreach, Google Cloud Vertex AI Search, Microsoft Azure AI Search, and Sinequa, differentiating on deployment flexibility, deep relevance controls, commerce/knowledge use cases, and services.
Leadership
Founders
Marc Krellenstein
Co-founder and early CTO; formerly with Elsevier and Northern Light Technology, and a contributor to Apache Lucene/Solr.
Grant Ingersoll
Co-founder and former CTO; Apache Lucene and Solr committer, co-founder of Apache Mahout, and former chair of the Apache Lucene Project Management Committee.
Erik Hatcher
Founding technical team member and open-source search expert; co-author of Lucene in Action and contributor to Apache Lucene/Solr.
Yonik Seeley
Founding technical team member and creator of Apache Solr; contributed distributed search and faceting-performance improvements to Solr.
Executive Team
Reade Frank
Co-Chief Executive Officer
Previously President and Chief Financial Officer of Lucidworks; leads commercial and operational strategy.
Guy Sperry
Co-Chief Executive Officer
Joined Lucidworks as CTO in 2019 and led engineering, product, cloud operations, and support; leads product and technology innovation.
Board of Directors
Founding Story
Lucidworks began in 2007 around the belief that finding information should not be hard, and launched commercially in 2009 as LucidWorks to support the growing Apache Lucene/Solr open-source search community. Its initial vision was to provide certified distributions, commercial support, training, consulting, and value-added software so developers and enterprises could build scalable search without proprietary-license costs.
Business Model
Revenue Model
Enterprise software sold through SaaS subscriptions, self-hosted or hybrid deployments, plus implementation, professional services, support, consulting, and training. Pricing is configured through sales/demo rather than published self-serve plans.
Target Markets
- Retail and e-commerce
- B2B distribution and manufacturing
- Financial services
- Healthcare
- Technology companies
- Government
- B2B and B2C commerce search and product discovery
- Enterprise knowledge management and employee search
- Customer service and support automation
- AI agents and conversational digital experiences
- Personalized recommendations and merchandising
- Financial-services research and legal/corporate information discovery
- Lenovo
- Morgan Stanley
- American Express
- REI