air-gapped-development

Identify architectural patterns, detect code provenance, track structural drift, and surface similarity across your entire codebase — with a deep structural analysis layer that goes far beyond syntax and tokens.
Agent workflow

Solution

AST Analysis / Clone Detection / Drift Monitoring

Provided

NeuralInverse IDE / Research & Intelligence

Product

Enterprise Codebases / M&A / IP Protection

Code has a structure that outlives any rename or refactor

Structural Fingerprinting operates at the level of abstract syntax trees, control-flow graphs, and semantic call patterns to reveal the true identity of code regardless of surface changes. 98% clone detection accuracy. AST + semantic analysis. Real-time structural monitoring across all major languages.

Our Solution Value for User & Customer

For Enterprise: M&A technical due diligence, open source licence compliance, insider threat & IP protection. Identify every location of structurally equivalent logic — even across different variable names and files.

For developer:Every function, class, and module receives a structural fingerprint derived from its AST — invariant to variable names, comments, formatting, and superficial refactoring. Monitor architectural drift in real time.

Our Solution
Developer
Business
We are
creativity with purpose,
at the forefront of
redefining regulated Development by focussing from
a developer's & enterprise's perspective.
Matteo Fabbiani from behing coding
Whiteboard of wireframes ux ui
Notebook, laptop, espresso cup, and book on a desk
Matteo Fabbiani in a client workshop doing brand strategy

Developers

An open-source, high-performance IDE for professional on-chain development. Developer One streamlines your core workflow from code to live contract interaction. Built by developers, it provides the essential tools for writing, debugging, and deploying smart contracts with the speed and efficiency that modern development demands.

Business

The essential platform for professional on-chain teams. Move beyond the basics with enforceable governance, custom development policies, and advanced productivity features. Standardize your workflow, reduce risk, and ensure every contract your team ships meets your precise institutional standards.

Enterprise

The ultimate governance and risk-mitigation platform for large-scale on-chain operations. Includes advanced collaboration, centralized management, and cloud deployment options. Gain complete, real-time visibility and generate audit-ready compliance reports, ensuring your entire organization develops on-chain with institutional-grade security and control.

Framework

Our suite of proprietary frameworks, including the AIR intelligence engine, is the core IP that powers our platform. Built in-house, they enable a level of real-time analysis and proactive security impossible with standard tools, giving our IDE a unique and defensible competitive advantage.

Why Neural Inverse

AST-Level Fingerprint Generation

  • 98% clone detection accuracy — invariant to variable names, formatting, and refactoring
  • Control-flow graph analysis matches identical behaviour across different code structures

Cross-Repository Clone Detection

  • Search for structural matches across every repo — or against external open-source indices
  • Identify GPL/LGPL/AGPL licensed code incorporated into proprietary codebases structurally

Architectural Drift Detection

  • Alert when security-sensitive modules diverge from their baseline fingerprint
  • Detect when proprietary algorithmic patterns leave the organisation — IP exfiltration protection