Enterprise Search

Sovereign and Multimodal Document Search

LightOn Enterprise Search is the safest and most performant enterprise search engine
on the market , delivering instant access to all your data in your on-premises environment or sovereign cloud.

Features of a Multimodal Enterprise Search Engine

Multimodal & RAG

Search across all your content: text, images, diagrams, office formats (Word, Excel, PowerPoint, PDF, etc.) with in-house optimized embeddings.

Connectors & IAM

Synchronization with your systems (SharePoint, ServiceNow, Microsoft Teams, Confluence...) and fine-grained access rights management (ACL/IAM).

Privacy & Observability

Zero Data Retention: Data remains secure, nothing is stored.
Workspace Management: Tailored user permissions for enhanced security and collaboration.
Observability & Logs: Integrated monitoring, metrics, and logs to ensure traceability, auditability, and performance in production.
Sovereignty & Security: on-prem, hybrid, or sovereign cloud deployment, GDPR & SOC 2 compliance.

API & Interface

API first: A unified API to integrate document search into your applications, workflows, and AI assistants.
Turnkey Interface: A ready-to-use user interface, to offer the power of Enterprise Search directly to your employees without additional development.

Innovation & Reliability

Proven Expertise: Backed by industry-leading technologies developed by LightOn's R&D team, including contributions to open-source projects like ModernBERT, MonoQwen rerankers, and PyLate for late-interaction models.

Multimodal Data Management

Comprehensive Integration: Seamlessly process text, images, tables, graphics, and diagrams in one platform.
Rapid Retrieval & Embedding: Lightning-fast performance for querying and managing large datasets.

Advanced Search & Accuracy

Comprehensive Integration: Seamlessly process text, images, tables, graphics, and diagrams in one platform.
Rapid Retrieval & Embedding: Lightning-fast performance for querying and managing large datasets.

Privacy & Security

Comprehensive Integration: Seamlessly process text, images, tables, graphics, and diagrams in one platform.
Rapid Retrieval & Embedding: Lightning-fast performance for querying and managing large datasets.

API & External Integration

Comprehensive Integration: Seamlessly process text, images, tables, graphics, and diagrams in one platform.
Rapid Retrieval & Embedding: Lightning-fast performance for querying and managing large datasets.

Innovation & Reliability

Comprehensive Integration: Seamlessly process text, images, tables, graphics, and diagrams in one platform.
Rapid Retrieval & Embedding: Lightning-fast performance for querying and managing large datasets.

The Challenge of Unstructured Data

Buy or build: Building your own RAG is a legitimate approach for prototyping. But scaling up and moving to production quickly reveals challenges: scalability, security, connectors, maintenance. LightOn offers a turnkey solution, optimized for production, and enrichable via an open API.

Try It Yourself

Enterprise Search Use Cases

Supercharge Employee Productivity

Give employees instant access to the information they need.

- Find documents across silos in seconds
- Simplify onboarding and training
- Eliminate hours wasted searching for information

Reinvent Support

Deliver faster, smarter, and more cost-effective support

- Power self-service portals and chatbots
- Reduce Level 1 support tickets
- Boost customer satisfaction with accurate answers

Fuel 66% of GenAI Use Cases

Enterprise Search is the foundation for innovation.

- 66% of GenAI use cases require robust document search
- Build and scale custom workflows with our API
- Turn POCs into production-ready solutions

Étiquetage Automatique des Documents

Description

Analyse automatiquement le contenu des documents et étiquette des de manière pertinente en fonction d'une liste de référence prédéfinie.

Objectif

Améliorez l'organisation et la recherche des documents grâce à la catégorisation pilotée par IA.

entrées

Document à analyser + Liste de tags de référence.

traitement

Extraction de texte, analyse sémantique et étiquetage automatique.

sorties

Document étiqueté, prêt pour une récupération efficace.

Analyse des Subventions et Financements pour les Entreprises

Description

Analyser les détails de l'entreprise (secteur, taille, chiffre d'affaires, effectif, localisation, plans d'investissement) par rapport aux sources de financement internes et externes.

Objectif

Automatiser l'identification des subventions, aides et opportunités de financement pertinents.

entrées

Détails de l'entreprise (secteur, effectif, plans d'investissement, géographie).
Corpus interne de documents liés au financement (subventions régionales, nationales, de l'UE, crédits d'impôt).
Liste sélectionnée de sites web de financement (par exemple, Bpifrance, Commission européenne, agences gouvernementales).

traitement

Extraire les critères d'éligibilité des documents et des sites web.
Faire correspondre les caractéristiques de l'entreprise avec les options de financement disponibles.
Classer les programmes de financement en fonction des besoins déclarés.
Générer un rapport de financement complet avec les détails de candidature.

sorties

Liste des subventions et options de financement applicables (nom, montant, conditions d'éligibilité).
Liens directs vers les sources officielles et la documentation requise.
Étapes détaillées de l'application et documents nécessaires.

External Data Querying and Process Automation

ServiceNow Integration

Functionality

Search for relevant information from an external database.

Impact

Improve access to critical data without manual lookup.

watch demo video

SQL Database Querying

Functionality

Interact with an SQL database without writing complex queries.

Impact

Enable non-technical users to retrieve data effortlessly.

watch demo video

Automated Ticket Creation

Functionality

Use Paradigm AI to draft a service ticket and inject it directly into the appropriate tool.

Impact

Reduce manual ticketing effort and streamline workflow.

Intelligent Document Processing

Automated Document Tagging

Description

Automatically analyze document content and apply relevant tags based on a predefined reference list.

Objective

Enhance document organization and searchability through AI-driven categorization.

Input

Document to analyze + Tag reference list.

Processing

Text extraction, semantic analysis, and automated tagging.

Output

Tagged document, ready for efficient retrieval.

Business Intelligence and Decision Support

Grant & Funding Analysis for Enterprises

Description

Analyze corporate details (sector, size, revenue, workforce, location, investment plans) against internal and external funding sources.

Objective

Automate the identification of relevant grants, subsidies, and funding opportunities.

Input

Company details (sector, workforce, investment plans, geography).
Internal corpus of funding-related documents (regional, national, EU subsidies, tax credits).
Curated list of funding websites (e.g., Bpifrance, European Commission, government agencies).

Processing

Extract eligibility criteria from documents and websites.
Match company characteristics with available funding options.
Rank funding programs based on declared needs.
Generate a comprehensive funding report with application details.

Output

List of applicable grants and funding options (name, amount, eligibility conditions).
Direct links to official sources and required documentation.
Detailed application steps and necessary documents.

Customer Testimonials

"The expertise of their tech team and the rapid evolution of the product, such as the hybrid search feature, put them at the forefront of innovation."

Jerôme Lacaille, Emeritus Expert in Algorithms - Safran