# Neural Inverse · Engineering software for regulated industries

> Neural Inverse gives engineering teams AI that works inside certified toolchains, under the controls their regulators expect.

Source: https://neuralinverse.com/

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![](/photos/hangar.jpg)

# Engineering software for the world's most regulated industries.

Neural Inverse gives engineering teams AI that works inside certified toolchains, under the controls their regulators expect.

[Explore our products](https://neuralinverse.com/#products)

Neural Inverse

Aircraft, vehicles, medical devices, power grids and banks run on software that must be traceable, reviewed and approved. We build the platform those teams use to develop it with AI, and to govern every AI tool they use.

[About the company](https://neuralinverse.com/company/)

## Products

[Deployment options](https://neuralinverse.com/deployment/)

[![](/photos/bench.jpg)

For engineering teams

Neural Inverse Build

Editor, Agents and CLI. AI that builds, tests and debugs on the toolchains you already qualified.

Learn more](https://neuralinverse.com/build/)[![](/photos/team.jpg)

For security and compliance

Neural Inverse Govern

One policy, approval flow and audit trail for every AI tool in use. Powered by Keystone.

Learn more](https://neuralinverse.com/govern/)

## Industries

[All industries](https://neuralinverse.com/industries/)

![](/photos/facility.jpg)

Aerospace and defence

-   [Avionics](https://neuralinverse.com/industries/avionics/)
-   [Defence and space](https://neuralinverse.com/industries/defence/)

Mobility and devices

-   [Automotive](https://neuralinverse.com/industries/automotive/)
-   [Medical devices](https://neuralinverse.com/industries/medical/)
-   [Semiconductors and FPGA](https://neuralinverse.com/industries/semiconductors/)

Industry and infrastructure

-   [Energy and utilities](https://neuralinverse.com/industries/energy/)
-   [Industrial automation](https://neuralinverse.com/industries/industrial/)
-   [CNC and machining](https://neuralinverse.com/industries/cnc/)
-   [Telecommunications](https://neuralinverse.com/industries/telecom/)

Financial services

-   [Banking and mainframe](https://neuralinverse.com/industries/banking/)

How a change moves

## From request to record, with a person at every decision that matters.

1.  Request
    
    An engineer describes the change, linked to a requirement or ticket.
    
2.  Agent works
    
    Edits, builds and tests in its own session, on your toolchain.
    
3.  Your tools verify
    
    Your qualified compiler, simulator or analyser runs the checks.
    
4.  Engineer approves
    
    An engineer confirms every write to hardware; the agent actions your policy marks wait for a named approver.
    
5.  On record
    
    Change, results and approval are kept together in a tamper-evident log.
    

Neural Inverse Govern

One set of controls for every AI tool your engineers use, including the ones you didn't build.

Enforced

Actions are checked and blocked before they run.

Claude Code, Cursor, Windsurf, GitHub Copilot CLI

Managed configuration

Settings are pushed centrally; checks are advisory.

Gemini CLI

Monitored

Activity is recorded, not blocked.

Kiro, Cline, Amazon Q

[About Govern](https://neuralinverse.com/govern/)

Deployment

## Deploy it where your data has to stay.

- **Self-hosted:** Install Neural Inverse on your own servers, on premises.
- **In your cloud:** Deploy into your own AWS, Azure or Google Cloud account.
- **Air-gapped:** Runs on networks with no internet connection, using models you host.
- **Hosted by us:** We run it for you, with the same controls and audit trail.

[All deployment options](https://neuralinverse.com/deployment/)

Ask about Neural Inverse

## Answers from our documentation, with the source for every line.

Answers are written by an AI model from our published pages and can be wrong; check the linked page. Your question is sent to Anthropic (Claude API) to write the answer and is not stored by us. Do not include personal or confidential information. [Privacy notice](https://neuralinverse.com/legal/privacy/#assistant)

Before you talk to us

[Documentation →

Install, use, govern and deploy, with every command taken from the product.](https://neuralinverse.com/docs/)[Security and trust →

Where your data lives, how it is protected, and how to report a vulnerability.](https://neuralinverse.com/trust/)[Deployment →

Self-hosted, in your cloud, air-gapped or hosted by us: what each one means.](https://neuralinverse.com/deployment/)

![](/photos/team.jpg)

## Talk to our team.

Neural Inverse is available by request. We work with your engineering, security and procurement teams from the first conversation.

[Request access](https://neuralinverse.com/contact/?topic=access)[Contact us](https://neuralinverse.com/contact/)