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    PureVector

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    Sold by: STELR AI 
    Deployed on AWS
    Quick Launch
    PureVector, Real Time AI Content Detection & Segregation PureVector by STELR AI is an enterprise grade trust layer that detects and classifies AI generated vs. human content in real time, directly within your AWS data pipelines. Ideal for preventing AI-on-AI loops, ensuring content provenance, and meeting compliance mandates like the EU AI Act. Native S3 and Lambda support. Zero friction. Full auditability.

    Overview

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    PureVector by STELR AI - The Trust Layer for Generative Content

    As generative AI floods enterprise systems, organizations face a critical question: Do you know if the data flowing through your pipelines is real, or AI-generated?

    PureVector is an AWS-native content authenticity engine that automatically detects and classifies AI-generated versus human-authored data in real time. Whether content is ingested via API, uploaded to an S3 bucket, or streamed through your pipelines, PureVector continuously inspects and routes it to ensure AI governance, auditability, and compliance.

    Key Capabilities

    1. AI-vs-Human Classification: High-accuracy model distinguishes AI-generated content from human-written content using advanced linguistic and statistical signals.
    2. S3-Aware Architecture: Automatically scans content as it enters your S3 buckets, classifying and routing it to /human/ or /ai/ prefixes.
    3. Real-Time Inference: Lightweight Lambda-compatible API enables sub-second detection without interrupting workflows.
    4. Audit Logs and Metadata: Enriched output includes classification confidence, timestamp, and source metadata for traceability.
    5. Webhook and SIEM Integration: Stream results into existing governance or security workflows.

    Compliance Support PureVector supports enterprise AI governance aligned with:

    1. EU AI Act
    2. NYDFS AI accountability guidelines
    3. Internal model review and dataset traceability programs

    Deployment

    1. Fully serverless and API-first
    2. Deployable via AWS Lambda, S3 event triggers, or direct API
    3. Quickstart templates available for common ingestion flows

    Who It Is For

    1. Data Science and MLOps teams needing AI hygiene
    2. Legal and Risk teams focused on regulatory compliance
    3. Education, publishing, finance, and government institutions handling sensitive or regulated content

    Stop training your models on AI-generated content. With PureVector, you always know what is real and what is not.

    Highlights

    • Real-time AI content detection: Instantly classify and segregate AI-generated vs. human-authored content as it enters your AWS pipelines.
    • Built for GenAI governance: Prevent AI-on-AI training loops, enable dataset hygiene, and support compliance with EU AI Act, NYDFS, and SOC 2.
    • AWS-native and API-first: Seamlessly integrates with S3, Lambda, and event-driven workflows for zero-friction deployment.

    Details

    Delivery method

    Deployed on AWS

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    Features and programs

    Financing for AWS Marketplace purchases

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    Quick Launch

    Leverage AWS CloudFormation templates to reduce the time and resources required to configure, deploy, and launch your software.

    Pricing

    Pricing is based on actual usage, with charges varying according to how much you consume. Subscriptions have no end date and may be canceled any time.
    Additional AWS infrastructure costs may apply. Use the AWS Pricing Calculator  to estimate your infrastructure costs.

    Usage costs (2)

     Info
    Dimension
    Description
    Cost/unit
    Ingest API Calls
    Number of times the ingestion APIs are called
    $0.015
    Streaming Ingest Calls
    Number of streaming ingestion API calls
    $0.015

    Vendor refund policy

    STELR AI does not offer automatic refunds for usage-based charges. Refunds may be considered on a case-by-case basis for billing errors or technical issues. Requests must be submitted within 14 days of the charge.

    Contact: support@stelrai.com 

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    Usage information

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    Delivery details

    Software as a Service (SaaS)

    SaaS delivers cloud-based software applications directly to customers over the internet. You can access these applications through a subscription model. You will pay recurring monthly usage fees through your AWS bill, while AWS handles deployment and infrastructure management, ensuring scalability, reliability, and seamless integration with other AWS services.

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    AWS infrastructure support

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