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Search and Reason

Flexible deployment to match your existing AI stack and infrastructure
Build with LightOn API

A REST API to leverage your data: parsing, ingestion, retrieval, and agents

PAY ONLY FOR WHAT YOU USE
Parsing
Extract text from scanned documents and images with state-of-the-art OCR
0.002€
0.002€ / page
Ingestion
Full document ingestion - OCR & parsing, chunking, embedding, indexing in vector DB
0.002€
0.002€ / page
Search
Hybrid retrieval + rerank
0.004€
0.004€ / query
Extraction
Extract structured JSON from documents via guided schemas
0.004€
0.004€ / page
RAG call
Retrieval + rerank + generation
0.008€
0.008€ / query
Storage
Based on original document size
2.50€
2.50€ / GB / month
AI Agents - search & reason
Multi-tool reasoning, chained execution
Unlimited
/ tool call
Smart tagging (Knowledge Graph)
AI-powered tagging for organized documents and targeted search
0.05$
/ document
ALWAYS INCLUDED - NO EXTRA COST

Integration

MCP Server Integration
Connect any third-party tool or service
Data source connectors
SharePoint, Teams, Google Drive, ServiceNow + universal datasource API

Governance & Security

Data governance & access controls
Teams, groups, workspace-level permissions, RBAC
SCIM provisioning
Automated user provisioning and management via your identity provider
Audit logs & usage analytics
Track every action, monitor adoption, and export compliance reports

LLM

Bring Your Own LLM
Connect any model — OpenAI, Mistral, Anthropic, or self-hosted
LightOn LLMaaS (Cloud)
Managed European LLMs hosted on LightOn's sovereign infrastructure

Infrastructure

Hosting on LightOn Cloud (EU)
What every enterprise deployment includes

The full Paradigm platform and services — identical capabilities regardless of deployment model.

Request a Demo

Paradigm Software

Agents - Search & Reason
Multi-agent, multi-tool reasoning, chained execution.
Document Search - RAG, Text & Vision
Search across documents using text, images, and retrieval-augmented generation.
Document Analysis
Summarize, compare, and extract insights from any document.
Structured Data Extraction
Turn any document into structured data - extract fields, tables, and key information into JSON automatically.
Data Analysis & Visualizations
Process CSV/XLSX, generate charts and reports.
Web Search
Available on configuration.
MCP Server Integration
Connect any third-party tool or service.
API Access
Integrate Paradigm capabilities into your own apps and workflows.
Assistant (UI)
Ready-to-use chat interface for teams.

Data & Ingestion

Ingestion & synchronization pipeline
From upload to indexing, single-vector & multi-vector
Unlimited
OCR & document parsing
SOTA parsing for scanned, handwritten & digital docs.
Unlimited
Data source connectors
SharePoint, Teams, Google Drive, ServiceNow + custom connectors via API.
Unlimited
Smart tagging (Knowledge Graph)
AI-powered tagging for organized documents and targeted search
Unlimited

Governance & Security

Data governance & access controls
Teams, groups, workspace-level permissions, RBAC.
SSO & SCIM provisioning
One-click login and automated user management via your identity provider.
Audit logs & usage analytics
Track every action, monitor adoption, and export compliance reports.
Multi-tenancy
Isolate data and configurations across teams, departments, or clients.

LLM

Bring Your Own LLM
Connect any model — OpenAI, Mistral, Anthropic, or self-hosted.
LightOn LLMaaS
Managed European LLMs with built-in sovereignty and no third-party dependencies.

Managed Services

Managed deployment & setup
We handle installation, configuration, and go-live — so your team doesn't have to.
Custom data source connectors
1 integration included, subject to scoping.
Level 2 support
Direct access to engineering for complex issues and escalations.
Dedicated CSM
A named customer success manager to guide adoption and optimization.
Enterprise SLAs
Guaranteed uptime, response times, and resolution commitments.

Deployment

Deployment model
Choose the infrastructure that matches your security and compliance requirements.
On-Premise
Self-hosted
Cloud-hosted
SecNumCloud / regional options
MENA, APAC, US

Hosting & Sovereignty

Choose your deployment model

Same platform, different infrastructure. Pick the model that matches your security and sovereignty requirements.

Self-hosted
Complete Control
Your data on your infrastructure. Air-gap capable.
Infrastructure
Client-owned
Document storage
Unlimited
API access
Unlimited
Assistant (UI)
Unlimited
On-prem managed services
Yes
Hybrid
Sovereign Cloud Acceleration
Data on-premise, sovereign EU cloud GPUs for inference.
GPU Infrastructure
LightOn Cloud (EU)
CPU & storage
Client-owned
Document storage
Unlimited
API access
5K / licence / month
On-prem managed services
Yes
Cloud-hosted
Fully Managed
Hosted entirely on sovereign European cloud. Production-ready in days.
Infrastructure
LightOn-owned
Document storage
300 GB included upfront
API access
Up to 5000 search calls per licence per month
Assistant (UI)
Unlimited per user
Fully managed
Yes
SecNumCloud / regional options
MENA, APAC, US