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semarx

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The Information Architecture for Autonomous AI

We don't build AI models. We license the reliability architecture that makes them scalable. Our expertise is in information architecture. We provide the foundation; partners integrate it into their systems.

Flexible Integration Models

We offer three licensing tiers designed to match the scale of your autonomy:

  1. Component Level (IDT-Core) For vendors of Vision, Motion Control, or LLMs. Embed the IDT directly into your product to make it "self-monitoring" out of the box. *Model: Royalty per unit.*

  2. System Level (IDT Orchestrator) For integrators (Robotics, AVs) combining multiple models. The Orchestrator unifies diverse subsystems into a single, coherent reliability architecture. *Model: License per platform.*

  3. Network Level (IDT Protocol) For fleet and swarm operators. Coordinate reliability and safety across distributed multi-agent environments. *Model: Enterprise platform fee.*

The Deployment Roadmap

Every commercial engagement follows three stages—from validation through architecture definition to formal licensing.

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  1. Validation (Weeks 1-4) We deploy a "Shadow IDT" alongside your existing system. It passively monitors inputs and outputs to generate initial reliability baselines—proving the failure detection capability without touching your code.

  2. Integration (Weeks 5-8) Our engineers work with yours to map your specific sensor streams to the IDT architecture. We deliver the custom SDK and API connectors needed for real-time operation.

  3. Licensing (Production) Once validated, we transition to a formal license. You gain full access to the IDT binaries and updates, enabling you to deploy self-monitoring assurance across your entire fleet or product line.

IDT deployment roadmap showing validation, integration, and licensing phases across robotics, fintech, and vision systems.
Technical integration blueprint showing the data pipeline from raw sensors to the IDT reliability layer.

Technical Integration Assets

  1. Core Specifications Blueprints for mapping your raw sensor streams—observations (S), actions (A), and outcomes (S')—to the coherence engine.

  2. Signal Processing Library Access to our proprietary algorithms for converting continuous sensor noise into discrete, computable information states suitable for real-time reliability scoring.

  3. Enterprise SDK Complete API documentation for integrating the IDT sidecar, configuring alert thresholds, and closing the loop for adaptive control.

  4. Performance Certification A validated baseline report proving the IDT's ability to isolate faults (sensor vs. actuator) in your specific simulation or physical environment.

Scaling to Ecosystem Reliability

The IDT architecture is designed for infinite scalability. While our current licensing secures individual agents, the Semarx Protocol extends this assurance to distributed networks. By enabling systems to share reliability states, we create self-regulating ecosystems that maintain coherence even as complexity grows.

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  • Swarm Coordination: Synchronizing reliability across distributed systems—enabling "system-wide stability" rather than just isolated component tracking.

  • Fleet Assurance: Coordinating perception and planning across autonomous vehicle networks operating in shared, dynamic environments.

  • Critical Infrastructure: Monitoring coupling quality across smart grids and logistics networks, where early detection of local drift prevents cascading system failures.

  • Human-Machine Teaming: Extending the Human Digital Twin (HDT) to defense and medical environments, ensuring mutual predictability between operators and autonomous agents under pressure.

  • Cyber-Physical Integrity: Bridging the gap between software decisions and physical actuators to prevent catastrophic hardware failure.

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