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Zero-Training AI™

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Zero-Training AI, Inc.

Legal & Intellectual Property

Zero-Training AI, Inc. develops proprietary deterministic decision technology designed to make, constrain, explain, certify, and govern machine decisions without relying on a trained model as the decision authority.

Patent Pending
Patent applications have been filed.

Our filings address multiple aspects of the technology underlying the Zero-Training AI™ architecture and related implementations.

Patent program

Protecting the architecture behind deterministic decision intelligence

Zero-Training AI, Inc. has filed patent applications directed to systems and methods for deterministic machine reasoning, constraint-aware decision authorization, decision-space geometry, recoverability, mathematical certification, semantic control, and related software and physical implementations.

The company continues to develop and protect intellectual property arising from this work. This public page intentionally describes the technology only at a high level and does not disclose claim language, source code, confidential algorithms, or implementation detail.

Why we use “Patent Pending”

Applications have been filed, but pending applications are not the same as issued patents. Any enforceable patent rights and their scope depend on patents that may ultimately be granted and the claims allowed in the applicable jurisdiction.

Technology scope

Areas addressed by our intellectual-property program

These categories are intentionally broad. They summarize technical subject matter without identifying individual applications or disclosing the full scope of any filing.

01

Deterministic Decision Intelligence

Decision computation, optimization, control, and planning from explicit variables, objectives, relationships, and constraints.

02

Decision Geometry & Feasibility

Geometric representations of decision spaces used to evaluate feasible paths, changing conditions, and problem structure.

03

Safety, Constraints & Recoverability

Runtime authorization, constraint coherence, recoverability analysis, irreversible-state detection, and governed repair.

04

Certification & Reauthorization

Mathematical and machine-verifiable methods for checking whether configurations, data, and decisions remain valid as conditions change.

05

Semantic & Data Governance

Structured descriptions and controls that define what data means, what computations are authorized, and how information may be used.

06

Software & Physical Implementations

Implementations spanning executable decision systems, hardware-aware architectures, human-machine systems, and computational surfaces.

High-level public disclosure only

Descriptions on this website are summaries for general informational purposes. They are not intended to reproduce patent specifications, claims, unpublished technical material, or proprietary implementation details.

Technology continues to evolve

Products, methods, terminology, and technical implementations may change as research, engineering, product development, and intellectual-property work continue.

Notices

Intellectual-property notices

Patent status

“Patent Pending” and “Patent Applied For” indicate that one or more patent applications have been filed in connection with the relevant technology. A pending application is not an issued patent and does not, by itself, represent that patent protection has been granted.

Trademarks

Zero-Training AI™ and other names, marks, product names, logos, and designations displayed by Zero-Training AI, Inc. are proprietary to their respective owners. Use of a trademark or registered-trademark symbol identifies the status asserted for that mark and does not imply ownership of third-party marks.

Copyright

Website text, graphics, software, demonstrations, documentation, and other original materials are protected by applicable copyright and other intellectual-property laws except where otherwise stated.

No implied license

Access to this website does not grant, by implication, estoppel, or otherwise, any license or right under any patent, patent application, copyright, trademark, trade secret, or other intellectual-property right of Zero-Training AI, Inc. except as expressly provided in a written agreement.

No grant representation

Nothing on this page represents that a pending application will issue as a patent or that any future patent will contain claims of a particular scope. The scope of patent protection, if granted, is determined by the claims allowed by the applicable patent authority.

This page is a public summary of Zero-Training AI, Inc. intellectual-property matters and is not a substitute for the official records of the applicable patent, trademark, or other governmental authority.