Enterprise-Grade Context Security
Empower your development teams with persistent codebase memory while enforcing corporate governance, security boundaries, and local data compliance.
Local Sanitization & Redaction
AI-NEURON runs directly on dev workstations to filter, inspect, and sanitize data before it leaves the local environment. Proprietary API keys, DB credentials, connection strings, and SSH private keys are blocked or redacted in real time.
AST-Driven Optimization
Instead of feeding entire source files blindly to external LLM APIs, our Tree-sitter AST compiler isolates structural symbol definitions, imports, and method signatures. This strips out code boilerplate and non-essential noise to optimize token budgets.
Topological Impact Graphs
Keep your developers aligned. AI-NEURON's structural database keeps track of cascading change behaviors across repos. If a dependency signature updates, developers are alerted before pushing bad references to the central repository.
Air-Gapped & On-Premise VPC
Deploy AI-NEURON completely inside your corporate VPC (AWS, Azure, GCP) or on-premise hardware. Local indexes stay within your network parameters, complying with strict ISO-27001, SOC 2, and GDPR criteria.
The "1 User : 1 AI-Neuron" Server Architecture
Designed for LLM providers (Google Gemini / xAI Grok). Deploy dedicated, sandboxed AI-NEURON sidecar memory instances dynamically on your compute infrastructure.
Context Delta Sync
The local tray daemon watches the developer's workstation, compiling AST structures and generating progress delta hashes.
Ingress & Routing
The hyperscaler's ingress router intercept keys and maps incoming requests, routing them securely to the user's isolated sidecar container.
In-Memory Memory Vault
An isolated, RAM-optimized, server-side memory instance holding user-specific SQLite & FTS5 semantic structures on-demand.
Contextual Reasoning
hosted LLM (Gemini/Grok) queries the user's AI-NEURON container via TCP/JSON-RPC (MCP) to pull sanitized workspace context, avoiding code exfiltration.
Server-side Loop Guardian™ interrupts recursive compilation and write loops, protecting hyperscalers from costly agent runaway API charges.
De-duplicates input streams, stripping redundant boilerplates. Reduces user prompt token sizes by up to 75%, accelerating inference speeds.
Strict isolation ensures user context databases never cross tenant boundaries, conforming natively to ISO-27001, GDPR, and SOC-2 specifications.
Strategic Licensing Models
Custom deployment pathways, native LLM gateway integrations, and token-efficiency sharing arrangements for cloud providers and foundational model APIs.
License AI-NEURON as a built-in context optimization layer inside LLM API gateways and developer platforms (e.g., Google Cloud Vertex AI, OpenAI API).
Royalty sharing architectures based on direct compute optimization and input token reduction generated by our AST-driven deduplication engine.
Deploy AI-NEURON natively inside isolated VPC gateways (e.g., Google Cloud Vertex AI, AWS Bedrock, Azure OpenAI) under a single license framework.
Initiate Pilot Program
Contact our licensing desk to discuss custom compliance questionnaires, proof-of-concept VPC runs, or OEM licensing integrations.