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Enterprise-grade Search & Reason
across your data
Flexible deployment to match your existing AI stack and infrastructure
What every enterprise deployment includes
The full Paradigm platform and services — identical capabilities regardless of deployment model.
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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
Optional
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.
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.
Cloud-hosted
Fully Managed
Hosted entirely on sovereign European cloud. Production-ready in days.
Build with LightOn API
A REST API to leverage your data: parsing, ingestion, retrieval, and agents
USAGE-BASED CAPABILITIES
Search & Retrieval
Retrieval
Hybrid retrieval + rerank
0.05$
/ call
RAG call
Retrieval + rerank + generation
0.05$
/ call
Agents & Extraction
AI Agents - search & reason
Multi-tool reasoning, chained execution
Unlimited
/ tool call
Structured Data Extraction
Extract structured JSON from documents via guided schemas
Unlimited
/ tool call
Ingestion & Storage
Full document ingestion
OCR & parsing, chunking, embedding, indexing in vector DB (single-vector & multi-vector)
0.05$
/ page
Smart tagging (Knowledge Graph)
AI-powered tagging for organized documents and targeted search
0.05$
/ document
Document storage
Based on original document size
0.05$
/ GB / month
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)
