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The Artificial Intelligence Traceability System

Integrity for the AI Era.

Empowering responsible innovation with an unalterable audit trail for all AI-generated and AI-influenced data.

The Definitive Solution for AI Accountability

The increasing integration of Generative AI (GenAI) into business applications offers transformative benefits, but it also introduces a significant risk: a critical lack of traceability. Organizations struggle to monitor, document, and verify the lifecycle of AI-generated content and its influence on subsequent processes. This gap can compromise data integrity, lead to regulatory non-compliance, and create opaque, biased decision-making.

The ARTIFICIAL INTELLIGENCE TRACEABILITY SYSTEM is a comprehensive software solution designed to solve this problem. It establishes a multi-level traceability framework that monitors, documents, and verifies AI agents and the entire lifecycle of data they generate and influence. By creating unique identifiers and watermarks, our system provides the technical controls necessary to validate decision-making, detect bias, and ensure that compliance mandates are met. We provide the foundation for you to innovate responsibly and deploy AI with absolute confidence.

Features and Functionality

Our system provides a robust suite of features to deliver end-to-end traceability for your AI-infused ecosystems.

Unique AI Agent Identification: Every AI agent deployed in your system receives a unique identifier for clear attribution.
AI Execution Serial & Tagging: Every execution and its corresponding output is given a unique tag containing the agent's ID, a timestamp, and contextual metadata.
Data Integrity Verification: The system uses cryptographic mechanisms associated with the data's unique tag to verify its integrity.
Downstream Influence Tracking (Watermarking): We implement a lineage tag for any new data that incorporates or is influenced by AI-generated data, linking it back to the original source.
Persistent Storage of Traceability Data: All traceability data is stored to technically implement monitoring, run audits, and maintain controls on GenAI-influenced data.
Orchestration & Integration: A powerful API enables seamless integration with your existing business applications, allowing them to programmatically tag and trace AI-influenced processes.
Reporting & Visualization: Display and report on the complete lineage of AI-influenced data, showing exactly which AI agents and what generated data contributed to its creation.
Data Protection & Privacy: The system supports data protection features like anonymization, encryption, and access controls to manage sensitive information within traceability records.

How it Works

Our system operates through a systematic, multi-level process to create a verifiable and auditable trail.

Agent Identification: When an AI agent (e.g., a GenAI model or RAG pipeline) is introduced into the system, it is assigned a unique agent identifier. This ID encapsulates critical metadata, including model version, parameters, and associated knowledge base version.
Execution & Data Tagging: Each time an identified AI agent is executed, the system generates a data unique tag (DUT) for the output. This DUT links the output to its origin with the agent's ID, a timestamp, and other metadata. A cryptographic hash of the data can also be stored for integrity verification.
Downstream Influence Watermarking: When a downstream application uses this tagged AI-generated data to create new, AI-influenced data, the system detects it. It then generates a watermark (or lineage tag) for this new data, linking it back to the parent data's DUT and detailing how the data was transformed.
Storage & Retrieval: These identifiers, tags, and watermarks are stored in dedicated repositories. A traceability orchestrator manages the lifecycle of these artifacts, and APIs allow applications to integrate for tagging and tracing.
Audit & Visualization: Users can query the system to generate reports and visualizations, allowing them to understand the lineage of any piece of AI-influenced data.

Pricing

Our pricing is designed to scale with your needs. For a detailed quote tailored to your organization's specific requirements and application landscape, please contact our sales team.

Ready to Build Trust Into Your AI?

Let us show you how the ARTIFICIAL INTELLIGENCE TRACEABILITY SYSTEM can empower you to innovate responsibly. Contact us today for a personalized consultation or a live demo with one of our specialists.

Contact Information:

info@stahlindustriesai.com

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