Platform Features

Built for Serious Knowledge Operations

Every feature you need to ingest, organize, correct, and monetize your content.

Ingest Anything

Upload PDFs, Word docs, Excel files, or crawl entire websites. Your content is parsed, chunked, and embedded automatically.

  • PDF, Word, Excel, PPT support
  • URL crawling (full site)
  • Manual text entry
  • Content versioning
  • Automated processing pipeline

Ingest Anything illustration

Your Knowledge, Your Hierarchy

Organize content into unlimited custom tiers with trust levels, contradiction policies, and visibility controls.

  • Unlimited custom tiers
  • Trust levels and priority
  • Contradiction policies
  • Tone per tier
  • Visibility matrix

Your Knowledge, Your Hierarchy illustration

Human-in-the-Loop Corrections

Review, correct, and override AI responses. Corrections persist through retraining and re-ingestion.

  • Correction queue with approval workflow
  • Persists across retraining
  • Full audit trail
  • DPO training pair export
  • Content hash tracking

Human-in-the-Loop Corrections illustration

White-Label Chat Interface

A fully branded chat experience for your end-users with streaming responses, citations, and structured templates.

  • Tenant-branded UI
  • Custom domains
  • Streaming responses via SSE
  • Citation footnotes
  • Structured templates

White-Label Chat Interface illustration

API & SDK

RESTful API with streaming support. Embed your knowledge into any application.

  • REST API with SSE streaming
  • API key management
  • Webhook support
  • Rate limiting per tenant
  • Sandbox and live modes

API & SDK illustration

Built-In Monetization

Charge your end-users with Stripe Connect. Usage-based metering, subscription plans, and revenue dashboards included.

  • Stripe Connect Express
  • Usage-based metering
  • Subscriber management
  • Revenue analytics
  • Platform + tenant billing

Built-In Monetization illustration

Analytics & Insights

Understand how your content is being used. Track queries, content gaps, and revenue metrics.

  • Query analytics
  • Content gap detection
  • Revenue dashboards
  • Usage trending
  • Export reports

Analytics & Insights illustration

Ready to Build?