Top 50 Enterprise Search Platform - Series B

Lucidworks offers an AI‑powered enterprise search and discovery platform that unifies structured and unstructured data, applying neural‑hybrid and generative models to infer user intent and deliver personalized, high‑relevance results for commerce, knowledge management, and customer‑service applications. The solution includes a no‑code orchestration layer, real‑time behavior signals via a lightweight JavaScript beacon, and built‑in analytics, A/B testing, and KPI dashboards to automate relevance tuning and enable continuous optimization. It can be deployed as SaaS, on‑premises, or hybrid, allowing large enterprises to integrate the platform within existing infrastructure without custom code.

Stravito is an insights platform that centralizes research data into a branded repository, enabling global enterprises to access and utilize insights through AI-powered search capabilities. This solution reduces the time spent on information requests and enhances decision-making by transforming insights into actionable enterprise assets.

Algolia offers a cloud‑native AI Retrieval Platform that unifies search, recommendation, and generative AI into a single service. It provides sub‑100 ms neural‑ranked results, real‑time behavioral suggestions, and retrieval‑augmented generation through REST APIs and pre‑built SDKs for web, mobile, and voice interfaces. The platform also includes data enrichment at index time, custom AI agents, and enterprise‑grade security across a global multi‑region infrastructure.

Zoovu offers an AI‑driven platform that converts large, technical product catalogs into searchable, conversational buying experiences for enterprise B2C and B2B sellers. Its natural‑language search, guided‑selling assistant, and visual configurator deliver intent‑based results, dynamic bundling and real‑time pricing, while an automated data‑enrichment layer synchronizes product information from ERP, PIM and CRM systems. The solution integrates via API‑first connectors and provides analytics to optimize conversion and average order value.

Exa provides an AI-native web search API that delivers meaning-based retrieval for developers and enterprises. It surfaces highly relevant web pages through semantic search and offers structured JSON results, clean HTML, and similarity search for AI workflows.

Constructor provides an AI‑native product discovery platform that ingests clickstream, catalog, and contextual data to deliver real‑time, personalized search, browse, and recommendation results for enterprise B2C and B2B retailers. The solution includes transformer‑based intent modeling, generative AI attribute enrichment, conversational shopping agents, and a merchant dashboard for analytics and rule‑based overrides, all via an API‑first, headless architecture.

Guru provides an AI‑driven enterprise knowledge platform that consolidates content from over 100 tools such as Slack, Teams, Google Drive, and Confluence into a searchable, role‑based repository. Its AI Knowledge Agents deliver instant, citation‑backed answers via chat, browser extensions, and workflow integrations while enforcing SOC 2, GDPR, encryption, and private model controls. The solution includes automated verification, versioned wikis, and analytics to keep information accurate and compliant.

Provides a scalable platform that combines a distributed text search engine with a vector database, enabling real-time querying, ranking, and inference over billions of data items with sub-100ms latency. It supports applications like hybrid search, recommendation systems, and generative AI by integrating machine-learned relevance models and multi-vector representations for improved accuracy and performance.

App Orchid provides an enterprise AI platform that uses a patented knowledge‑graph semantic layer to automatically connect and enrich structured and unstructured data sources into a unified, LLM‑ready fabric. The platform includes a Semantic SQL engine for federated, explainable queries and a conversational interface that delivers accurate retrieval‑augmented generation and auto‑visualizations while enforcing role‑based security and compliance. It integrates via REST/GraphQL APIs and can be deployed on cloud or on‑premises.

The platform provides enterprise SEO teams with a cloud‑based suite that consolidates keyword research, AI‑generated insights, and automated on‑page optimization for web, Amazon, and local listings. It leverages a proprietary engine with billions of data points and AI assistants to deliver real‑time recommendations, continuous site audits, and rule‑based remediation, all within role‑based governance and API integrations.

Yurts is a Generative AI integration platform that enables organizations to access and interact with their data through context-aware search and chat functionalities, ensuring high-quality, attributed outputs. The platform addresses the challenges of data silos and operational inefficiencies by providing secure, real-time insights and automated workflows tailored for enterprise and government use.

The startup offers a decision intelligence platform that integrates artificial intelligence-driven automation with a user-friendly search interface, enabling enterprises to conduct ad hoc data exploration. This platform allows users to analyze extensive datasets rapidly, providing actionable insights that enhance data-driven decision-making.

MindsDB is an open-source platform that allows developers to integrate machine learning capabilities into applications by connecting to over 300 enterprise data sources. It enables users to perform natural language queries on their data, facilitating intuitive search and democratizing data analysis for enhanced decision-making.

Pryon provides an AI-driven RAG Suite that combines advanced ingestion and retrieval engines with generative large language models to deliver accurate and verifiable answers at enterprise scale. This technology addresses knowledge friction by enabling organizations to access and utilize their internal information efficiently, enhancing decision-making and productivity.

DataStax provides an AI‑ready platform that unifies a hyper‑converged NoSQL database (Astra DB) with a low‑code workflow builder (Langflow) and native integration to IBM watsonx. The solution automates real‑time ingestion, enrichment, and vector/knowledge‑graph search of unstructured data while delivering enterprise security, role‑based access, and multi‑cloud or on‑prem deployment options. It enables enterprise data and AI teams to build and operate retrieval‑augmented generation and multi‑agent AI applications with reduced operational overhead.

Provides an AI-powered data discovery platform that enables users to find, understand, and trust their data through natural language search, automated documentation, and SQL query simplification. It reduces reliance on IT by offering self-service analytics while ensuring data governance, compliance, and security at scale.

Unframe AI offers a managed platform that assembles AI building blocks—search, reasoning, and agents—through configurable Blueprints to address specific enterprise use cases. The service enables rapid deployment of accurate, enterprise‑grade AI that integrates with existing data sources without requiring model training or fine‑tuning.

Ask-AI utilizes natural language processing to extract actionable insights from text-heavy corporate knowledge and customer communications, enabling organizations to streamline workflows and enhance decision-making. The platform integrates with over 100 data sources, allowing teams to access precise information quickly while reducing technology costs and improving employee productivity.

You.com provides an AI-powered platform that combines generative language models with live web access to deliver precise, citation-backed research summaries and answers. It offers over 20 specialized AI models and an Advanced Research & Insights (ARI) agent for deep investigations, accessible via a conversational chat interface. Enterprises can integrate these capabilities through APIs for accurate, real-time data retrieval and workflow augmentation.

Provides an open-source search engine API that combines full-text and semantic search capabilities to deliver highly relevant results across websites and applications. It enables developers to implement lightning-fast, AI-powered search with features like geosearch, faceting, and vector storage, improving user experience and data retrieval efficiency.

Constructor is an AI-powered product search and discovery platform that enhances e-commerce by delivering personalized search results and product recommendations based on user behavior and clickstream data. This technology addresses the inefficiencies of traditional search engines, enabling brands to increase revenue metrics such as search revenue and conversion rates within weeks of implementation.

Seamless.AI is a real-time search engine that utilizes artificial intelligence to research and validate over 1.8 billion business emails and 414 million phone numbers, providing sales professionals with accurate contact information for B2B decision-makers. The platform enables users to efficiently generate leads, book appointments, and close sales by offering comprehensive profiles of 1.3 billion contacts and 121 million companies.

LanceDB provides an AI‑native multimodal lakehouse that stores raw media, structured data, and billions of vectors together in a columnar file format, enabling hybrid keyword‑vector search and on‑the‑fly reranking. It offers declarative, versioned feature pipelines with LLM‑as‑UDF support and integrates high‑throughput SQL and PyTorch/JAX data loaders for efficient model training, while separating compute from storage to reduce costs. The platform can be deployed on‑premises, in existing data lakes, or as a managed service and includes enterprise‑grade security and compliance.

GoLinks® is an AI-driven platform that enables rapid retrieval and sharing of internal information through customizable short links, enhancing knowledge accessibility across organizations. By eliminating knowledge silos, it allows teams to quickly access essential resources, significantly improving productivity and collaboration.

EdCast offers an AI‑driven learning experience platform that consolidates internal repositories, third‑party courses, and expert knowledge into a searchable hub for enterprise employees. The platform creates personalized learning pathways based on role profiles and skill taxonomies, connects users with subject‑matter experts, and provides real‑time analytics on skill gaps and learning ROI. It integrates with leading LMS, HRIS, and identity systems via APIs while meeting enterprise security and compliance requirements.

Grata is a B2B search engine that utilizes proprietary AI and investment-grade data to help firms source and research private companies efficiently. By providing access to over 12 million hard-to-find companies and up to 25 data points per entity, Grata enables dealmakers to identify high-potential opportunities and streamline their deal origination processes.

The startup offers an enterprise platform that leverages artificial intelligence to analyze market trends and internal operations, enabling businesses to make data-driven decisions. By providing actionable insights, the platform enhances operational efficiency and supports scalable growth in dynamic environments.

Partium offers an AI-based parts search platform that utilizes visual search, text recognition, and data enrichment techniques to enable technicians and supply chain staff to locate spare parts quickly and accurately. By optimizing existing parts data and reducing search times by up to three times, Partium enhances the efficiency of aftersales operations and improves customer satisfaction.

The startup offers an enterprise management platform that aggregates data to forecast trends and monitor sales activities, while automating routine tasks. This solution enhances decision-making and operational efficiency for businesses by providing actionable insights and streamlining processes.

The platform aggregates data from CRMs, marketing automation, ad networks and intent providers into a single, real‑time account view. It normalizes and enriches this data, applies AI‑driven scoring to rank accounts, and automates multi‑channel outreach sequences with alerts and analytics dashboards. Integrations include pre‑built connectors, API, and SSO for secure enterprise deployment.

Mediafly provides a cloud‑native revenue enablement platform that centralizes sales and marketing assets, enforces brand compliance, and uses AI‑driven search to deliver the most relevant content to sellers. The solution embeds interactive tools such as ROI calculators and digital sales rooms, and delivers real‑time analytics that link content usage to win‑rate and revenue impact. Native integrations with Salesforce, Microsoft Dynamics, SAP and other enterprise systems keep data synchronized across the revenue stack.

The startup has developed an artificial intelligence-powered search engine platform that utilizes natural language processing and a generative interface to facilitate intuitive human-computer interaction. This technology enables users to efficiently find the appropriate applications for their queries, minimizing screen clutter and enhancing productivity.

proSapient utilizes AI-driven search technology to connect institutional investors, consultants, and corporate clients with industry experts, providing rapid access to actionable insights and high-quality transcripts. This platform addresses the need for timely and accurate market intelligence, enabling clients to make informed decisions and enhance their competitive edge.

M-Files is a metadata-driven document management platform that enables knowledge workers to locate relevant information quickly across various contexts. By organizing documents based on their metadata rather than their location, M-Files enhances information retrieval efficiency and reduces time spent searching for critical data.

SeekOut is an AI-powered recruitment platform that enables companies to efficiently identify and engage hard-to-find and diverse talent by utilizing advanced candidate search and personalized messaging. The platform integrates external data with HR systems to provide insights into skills gaps and workforce planning, enhancing talent acquisition and management processes.

Lamini is an Enterprise AI platform that enables organizations to develop their own Expert AI models using large-scale language model (LLM) fine-tuning and memory tuning techniques. This technology reduces hallucinations to 95% accuracy and enhances data retrieval from enterprise sources, addressing the need for reliable and efficient AI-driven insights.

Zoomin provides a data governance and LLM readiness platform that integrates and enriches unstructured enterprise data from various knowledge repositories, enabling organizations to enhance their AI applications. By streamlining data ingestion and applying advanced retrieval strategies, Zoomin improves the relevance and performance of AI-driven insights across multiple customer touchpoints.

Ataccama is an AI-powered enterprise platform that integrates data quality, master data management, and metadata management to enhance data governance. The platform enables organizations to maintain accurate and consistent data across systems, improving decision-making and operational efficiency.

Ultipa provides a real-time graph database that utilizes high-density parallel computing technology to perform ultra-deep queries and complex analytics on large datasets. This enables enterprises to efficiently uncover hidden insights and relationships within their data, significantly improving decision-making processes in sectors like finance and healthcare.

Jina AI provides a neural search platform for multimodal and multilingual information retrieval. Its services include generating high-quality vector embeddings, listwise reranking for relevance, and transforming web content into LLM-friendly formats. The platform enables developers to build advanced search-driven applications and AI assistants.

The platform provides a searchable catalog of self‑hosted applications organized by a detailed taxonomy, offering metadata such as license type, source repository, popularity metrics, and deployment guides. Users can filter by license, language, runtime, or deployment model and access a public API for integration, while a community submission workflow keeps the listings up‑to‑date. This centralizes discovery and compliance checks for system administrators, DevOps engineers, and privacy‑focused users.

Sumo Logic provides a cloud‑native platform that consolidates log management, infrastructure monitoring, and SIEM into a single searchable data lake. It ingests petabyte‑scale data from over 450 integrations, applies AI/ML for threat detection and automated alert triage, and delivers real‑time dashboards, customizable queries, and response playbooks via web UI or API. The service includes built‑in compliance controls and a pay‑for‑data‑used pricing model for enterprise security and observability teams.

Vantage Discovery is a generative AI platform that combines intelligent search and personalized recommendations to enhance ecommerce experiences by understanding user intent and context. This technology addresses the challenge of delivering relevant product suggestions, increasing conversion rates, average order values, and customer engagement for retailers.

Leena AI provides a generative AI autonomous agent that centralizes knowledge access and automates complex tasks across various enterprise applications, achieving a guaranteed 70% self-service ratio. This platform addresses inefficiencies in IT, HR, and finance processes by delivering personalized, accurate information and reducing the volume of support tickets.

Provides a data integration platform that connects and harmonizes information from emails, files, and various applications, including databases like BigQuery and Snowflake. It enables organizations to perform intelligent queries across their entire data ecosystem without requiring technical expertise, ensuring secure, permission-based access to insights. This streamlines data retrieval and collaboration for teams, reducing time spent on manual data aggregation and improving decision-making efficiency.

Provides an autonomous data management platform that unifies, synchronizes, and governs enterprise data across multiple systems using AI-driven workflows and real-time multi-directional sync. This eliminates data silos, ensures consistent data quality, and enables accurate reporting, empowering organizations to make informed decisions and scale operations efficiently.

Provides a unified platform for building and deploying AI agents that integrate with enterprise systems to automate workflows, provide contextual assistance, and continuously optimize business operations. By mapping organizational knowledge and data to semantic models, these agents reduce manual tasks, improve decision-making, and enable real-time monitoring and adaptation across functions like sales, support, and engineering.

UPTIQ provides an Enterprise AI platform that integrates over 100 financial data sources to enhance productivity for wealth advisors, banks, and fintechs. The platform features AI agents that automate complex workflows, enabling financial professionals to focus on high-value tasks while improving client engagement and operational efficiency.

Fetcher is an AI-powered sourcing platform that automates candidate identification and engagement, significantly reducing the time recruiters spend on sourcing by an average of 17 hours per role. The platform provides verified contact information and personalized diversity search criteria, enabling companies to efficiently build a high-quality and diverse talent pipeline.

Qdrant provides an open-source vector search database that enables high-performance similarity searches for high-dimensional data, facilitating the development of applications for matching, searching, and recommending. By efficiently processing embeddings from neural networks, Qdrant allows businesses to leverage unstructured data for enhanced data analysis and personalized user experiences.