neural_inverse/compliance_engine.py

Critical Suggestion:Risk
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IGNORE
Agent
I've detected a non-compliant export pattern in line 14. Applying HIPAA-safe masking...
The engineers want AI in their workflow.
The CISOs are blocking it.
Nobody built the bridge.
Until now.
Neural Inverse is the governance and control infrastructure that regulated enterprises need to safely adopt AI in their development workflows — with live compliance checks, audit trails, policy enforcement, and a security enclave built directly into the IDE.

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Regulated Enterprises

When a single unreviewed change in critical software can cost millions, ground aircraft, or expose patient data, your team can't afford to adopt AI without a governance layer underneath it. Neural Inverse puts compliance, audit trails, and policy enforcement directly in the development loop — not bolted on after.

AI-Native Development for Critical Software

When a single mistake in critical software is permanent and costs millions — or lives — your organisation requires an enforced development workflow, not just a faster one.

IN PROGRESS 3
Avionics: PID Loop
Analyzing thread safety...
MedTech: Pacemaker
Verifying failsafe trigger
Grid: Load Balancer
Simulating surge events
READY FOR REVIEW 3
Flight Control Override
Race condition patched
Nuclear Safety Interlock
+12 -0 · Redundancy
Auto-Pilot Kernel
+88 -4 · MISRA C++
Neural Inverse / Mission-Critical / Flight_Control_V2
User: The guidance system is showing jitter during high-load interrupts. Check for race conditions in the shared memory state.
I've identified the issue. The interrupt handler in `guidance.cpp` accesses the global state without an atomic lock, violating DO-178C safety rules.
📄 guidance_loop.cpp +0 -6
I'm applying a verified Mutex Guard to ensure atomic access. This prevents the race condition without impacting real-time performance:
📄 mutex_safety.rs +42 -0
Finally, I've generated a formal mathematical proof to guarantee this lock will never cause a deadlock state:
📄 deadlock_proof.v +120 -0
Patched and verified. The probability of failure is now mathematically zero (< 10^-9). Ready for deployment.

Global Compliance & Governance

Neural Inverse enforces over 85+ mission-critical standards natively.

Regulated software Dev with Control & Precision

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Iced coffee in a clear plastic cup with swirling milk and ice cubes splashing at the top.Green puffer jacket floating against a light gray background.Minimalist over-ear wireless headphones in a soft pink finish, shown floating against a neutral background with fabric ear cushions.Orange and gray knitted beanie floating over a soft blue background.Black sport bottle with a bamboo lid placed on a gray surface, casting a soft shadow.

Critical Software that runs the world

Faster and Safer Way to Build Critical Software

Critical software isn't about doing more — it's about doing it right, every time, with a full audit trail.

The IDE Built for Regulated Software

Every surface of Neural Inverse is designed for the unique constraints of regulated development — where speed matters and a single compliance gap can cost millions.

Agents

Deploy multi-agent to automate non-critical workflows and deprecate replacing internal dev tools.

AI
AGENT_ORCHESTRATOR
ACTIVE
NON-REGULATED DEPLOYMENT
Replacing Internal Tooling
Legacy Script Runner AUTOMATED
Manual Internal Docs ACTIVE AGENT
Agents
Checks

Enforce verify architecture, logic  and GRC in real-time to block breaking changes and ensure system integrity

Safety
Agent // 01
SOC2 PROTECTED
99.2%
AUDIT SCORE
checks
Enclave

Isolation grade engineering in a hardened, air-gapped environment for total control over sensitive data.

Security
ENCLAVE // PRIVATE
● ISOLATED
SECURE CORE
Enclave

Why Neural Inverse

Secure by Default

  • SOC 2, HIPAA, FedRAMP, DO-178C
  • Custom framework support for any regulated vertical

Cut Costs & Time

  • BYOLLM — Anthropic, OpenAI, Azure, Gemini
  • No single-model dependency. Full enterprise model governance.

Works With Your Stack

  • CodeQL, Semgrep, Polyspace, MATLAB, ESLint
  • Orchestrates your existing toolchain — we don’t replace it.

What enterprises say

Reviews

“This is exactly the governance layer our security team has been asking for. We’ve never been able to say yes to AI tooling before Neural Inverse.”

VP Engineering, Global Energy Company

“The Enclave and IAM controls are the two things our CISO needed to see before approving any AI dev tool. Neural Inverse had both, built in from day one.”

Director of Engineering, Financial Services Firm

“The compliance checks running live in the editor changed how our entire team thinks about regulated development. It’s embedded, not bolted on.”

Senior Architect, Insurance Group

The control plane for the AI development era

Build your next critical product with Neural Inverse — the only IDE built for regulated software from the ground up.

Try Neural Inverse Now

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