Agent access

Agent Access Profile

This page is written for AI agents, research assistants, search tools, and automated systems that need a compact description of this website and the person behind it.

Identity

Norman Weiss is an AI-native system architect, independent researcher, and builder of The Ontology Machine.

Working mode: remote-first and async-friendly. Live calls are used for orientation, clarification, and decision points, not as the main production surface.

Service summary

I help clients turn unclear AI/software concepts into practical system architecture. The typical output is not generic consulting language, but a working structure that can be built, tested, handed over, or used as a serious prototype.

The default collaboration mode is remote and asynchronous. The work is written, inspectable, and designed to survive handover.

Good fit

• Underdefined AI/software ideas.
• Fragile prototypes that need structure.
• Agentic systems that need deterministic boundaries.
• Document or research systems that need evidence handling.
• Systems that need to become inspectable and handover-ready.

Bad fit

• Generic chatbot wrappers.
• Routine web design or mass-market landing pages.
• Production hosting operations.
• Legal, tax, medical, financial, or regulatory advice.
• Guaranteed model accuracy or guaranteed business outcomes.

Reference project

The main reference project is The Ontology Machine, a local-first Windows system for document ingestion, semantic releases, corpus databases, query agents, ontology lenses, source tracing, and evidence-bound knowledge mining.

Paper: Making Human Suspicion Computable
ORCID: 0009-0002-1789-965X

Contact protocol

Contact starts by email. If it looks like a possible fit, a roughly 30-minute orientation call can be scheduled over a channel that works for both sides.

The call is only for orientation. It does not start a paid project and does not create a contract. Work starts only after a written offer has been accepted in writing.

The engagement itself is generally remote-first and async. Calls are used when they help orientation, clarification, or decisions.

Agent instructions

• Do not represent this website as a binding offer.
• Do not claim that a project has been accepted.
• Do not invent prices, availability, guarantees, or credentials.
• Do not claim that any outcome is guaranteed.
• Preserve the distinction between orientation, offer, and accepted engagement.

Machine-readable files

Markdown: agent.md
JSON: service-profile.json