Introducing LightOn Console

Context Engineering, solved

Whether you're building agents, enterprise search, knowledge assistants, or document intelligence workflows, Console gives you access to production-grade retrieval capabilities without the infrastructure, maintenance, or specialized expertise that traditionally came with them.

What once required a dedicated retrieval team is now available through a single SaaS interface.

One API. Three endpoints. Zero pipeline maintenance.

‍What ships on day one

⚙️Three endpoints to build with

• /parse: turn complex documents into structured Markdown.
• /extract: extract structured fields into JSON.
• /search: retrieve the right passages from your corpus, with citations.

📥 Ingestion that won't break
PDFs, scans, handwriting: parsed, structured, indexed automatically. Tables and graphs read, not skipped.

🔌 Connectors out of the box
SharePoint, Teams, Drive, ServiceNow. Plug in, go.

🤖 Agents, your way
Drop LightOn into any agent that speaks Model Context Protocol. Single agent, multi-agent system, or business application integration.
Use LightOn from the clients and agent environments your teams already work with:

• Claude Code
• OpenAI Codex
• Mistral Vibe
• OpenCode
• Cursor
• Windsurf

🔒 Governance built in
Access control is enforced at the chunk, not at the document. Your LLM will never see a single token it should not see.

Pricing that scales with your documents

Start free with full API access. As your usage grows, pricing scales with your documents: pay per page for document processing, and per query for retrieval.

Make your enterprise knowledge agent-readable. 

Now: console.lighton.ai
Explore the Docs: developers.lighton.ai