Queryless for Data Portals

This directory holds working documentation for Queryless as an AI interface for data portals.

The scope is broader than PortalJS alone, although PortalJS is currently the main implementation and demo path.

Core docs

  • FEATURES.md - Core product capabilities. What Queryless can do for portal users today.
  • LIVE_DEMO.md - Standard live demo setup and walkthrough script.
  • PRICING.md - Pricing structure, assumptions, packaging, and commercial logic.
  • STANDALONE.md - Planned standalone architecture to replace the earlier OpenClaw-based implementation.
  • OPENCLAW_POWERED.md - Technical overview of the original OpenClaw-based prototype and how it worked.
  • OTHER_AI_SOLUTIONS.md - Adjacent AI services or product extensions that can be sold alongside Queryless.
  • REFERENCE.md - Related links and materials
  • COMPETITORS.md - Competitive landscape, comparable products, and differentiation.
  • clients/ - Client material. Meeting transcripts, follow-ups, etc.

What should go where

Use this directory with clear separation:

  • Product-level docs go in the root of queryless-for-data-portals/
  • Client-specific notes, objections, and follow-ups go in queryless-for-data-portals/clients/
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