Enterprise AI Observability Platform

The industry's first AI observability and governance platform delivering dual-layer monitoring that blends neural interpretability with behavioral analytics, adaptive guardrails, and automated compliance controls for trustworthy production AI and large language models.

AI observability platform delivering dual-layer monitoring, adaptive guardrails, and automated compliance for trustworthy production AI and LLMs.

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Monitoring
Models
Efficiently & Responsibly

Real-Time Neural State Monitoring, Not Post-Mortems

Monitor internal neural activations and external model outputs in real time to deliver proactive AI observability. Track performance metrics, detect drift, enforce ODD boundaries, and maintain complete lineage for large language models before issues impact users or regulators.

Adaptive Safety Controls
for Deployed AI Models

Intelligent runtime protection automatically prevents harmful outputs, enforces ethical boundaries, and maintains operational integrity. Our AI impact assessment engine dynamically tunes guardrails based on real-time risk scoring, ensuring responsible AI without compromising performance.

Governance That Satisfies
Auditors, Not Just Slides

Automate regulatory adherence through Compliance-as-Code with embedded data governance frameworks. Generate audit-ready documentation, including Data Cards, Model Cards, and validation reports aligned with GDPR, SOC 2, and industry-specific AI governance requirements.

FinOps for Models,
Spend with Reason

Optimize AI operational costs with intelligent resource management and automated scaling. Track training expenses, inference costs, and infrastructure utilization while maintaining service-level objectives and FinOps best practices.

Deterministic
Agent Orchestration

Replace manual monitoring and reactive fixes with specialized software agents that execute pre-defined observability checks, enforce hardcoded compliance policies, route incidents through fixed protocols, and optimize costs via deterministic rules. Our orchestrated agent framework creates a reliable control plane with each agent having strict, wired responsibilities, ensuring predictable governance over your AI infrastructure without autonomous decision-making

Where Safety Meets Performance

Practical, measurable gains across safety, compliance, and financial efficiency.

Proprietary Neural State Monitoring & Behavioral Analysis

Deploy OneX's proprietary Neural Trace technology with EarlyLayer Activation Monitoring (ELAM), HiddenState Dynamics Discovery (HSDD), and PathActivation Tracing (PAT) for real-time internal neural monitoring. Our custom Outside-the-Brain Suite includes InputOutput Behavioral Tracking (IOBT), Training Data Provenance Analysis (TDPA), and patented ODD Boundary Violation Detection (BVD) that combines internal state analysis with external behavioral patterns for dynamic safety boundaries

Compliance Automation Engine

Deploy OneX's Compliance-Core framework featuring GraphRAG Regulatory Intelligence (GRI) that maps compliance requirements through knowledge graphs for contextual policy enforcement. Seamless integration via Model Context Protocol (MCP) connects directly to IDEs (VS Code, Cursor, JetBrains) and CI/CD Cloud Integration embeds compliance validation into GitHub Actions, GitLab, and Azure DevOps pipelines. Our Hybrid Deployment Engine (HDE) ensures consistent compliance enforcement across cloud and on-premises environments with unified policy management and audit trails.

AI Guardrails

OneX beings Multi-Layer Content Filtering (MLCF) with machine-learned moderation models and adversarial prompt detection. Deploy Constitutional AI frameworks using checker-corrector-rail-guard architecture for real-time toxicity scoring and bias mitigation. Advanced testing includes automated red teaming with Garak and PyRIT for continuous robustness evaluation against jailbreak techniques and prompt injection attacks

Model Ops Engine

Deploy custom models through the Bring-Your-Own-Model (BYOM) framework with PyTorch Lightning integration and automated containerization. Access curated Model Catalog Library featuring pre-validated models (BERT, GPT, LLaMA, Mistral) with one-click compliant deployment. Automated MLOps includes CI/CD integration, canary deployments, and intelligent cost optimization with resource scaling

OneX's inside-the-brain monitoring automatically detected patterns we missed and optimized our weather prediction engine accuracy by 18% without any human feedback loops.

Dr. Omar Knio

Vice President, Academic Affairs - KAUST

Compliance prep used to take weeks. With OneX's GraphRAG integration, audit evidence is built into our CI/CD pipeline auditors find everything they need automatically.

Ammar Ali

Senior Software Development Manager

OneX's automated model catalog transformed our workflow, from manual deployments taking days to one-click production releases in minutes. Managing 200+ model versions has never been easier.

Silvio Giancola

Co-founder / CTO - Thya Technology

Your Models Should Be Powerful - and Safe to Ship

Bring production-grade observability, compliance, guardrails, and FinOps into a single AI-native platform powered by autonomous agents.

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Enterprise AI Observability Platform