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Production-ready RAG API.
Pay onlv for what vou use.

Every enterprise deployment includes the full Paradigm platform, managed services, and enterprise SLAs. Choose the infrastructure model that fits your security requirements.
What every enterprise deployment includes

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

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.
Unlimited

Data & Ingestion

Ingestion & sync pipeline
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.
API Access
AI-powered tagging that organizes documents and surfaces hidden connections.

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
Hybrid
SaaS
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.

On-Premise
Completed Control
All compute and data on your infrastructure. Air-gap capable.
GPU Infrastructure
Client-owned
CPU & storage
Client-owned
Document storage
Unlimited
API access
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
SaaS
Fully Managed
Hosted entirely on sovereign European cloud. Production-ready in days.
GPU Infrastructure
LightOn Cloud (EU)
CPU & storage
LightOn Cloud (EU)
Document storage
Unlimited
API access
Up to 300 GB
On-prem managed services
Yes
Build on Paradigm

Document search, extraction, and agents via a simple REST API.

USAGE-BASED CAPABILITIES

Search & Retrieval

Retrieval
Semantic retrieval + rerank
0.05$
/ call
RAG call
Retrieval + rerank + generation
0.05$
/ call

Agents & Extraction

Al Agents - search & reason
Multi-tool reasoning, chained execution (up to 5 tools/turn)
Unlimited
per tool call
Structured Data Extraction
Extract structured JSON from documents via guided schemas
Unlimited
per tool call

Ingestion

Full document ingestion
OCR & Parsing, chunking, embedding, indexing in vector DB (single-vector & multi-vector)
0.05$
/ page
Auto-tagging (Knowledge Graph)
Asynchronous classification against admin-defined tags
0.05$
/ document

Storage

Document storage
Based on original document size
0.05$
/ GB / month
ALWAYS INCLUDED - NO EXTRA COST

Platform

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.
SSO (SAML) & 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.

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)
Automatic setup - no onboarding required