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    DSAIL (Neurosymbolic Engine)

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    Sold by: Jaxon AI 
    Deployed on AWS
    Neurosymbolic AI verification platform that transforms policies into enforceable logic to validate LLM outputs with full auditability and compliance traceability.

    Overview

    Neurosymbolic AI Verification Platform

    • Jaxon DSAIL transforms natural language policies into structured, enforceable logic for validating LLM outputs.
    • Instead of trusting model output, DSAIL validates it against structured rules derived from your internal doctrine and regulatory requirements.
    • Supports multi-step validation workflows, enabling complex chains of rule evaluation that catch violations, ensure compliance, and produce fully-auditable reasoning traces for every output.

    Built for Regulated Industries

    • Designed for mission-critical deployments in defense, financial services, healthcare, and other regulated industries.
    • Addresses the core risks of enterprise AI adoption: hallucinations, policy drift, and opaque decision-making.
    • Every evaluation is traceable and explainable, providing the transparency required for regulatory compliance and audit readiness.

    Predictable Usage-Based Pricing

    • Usage is measured in Jaxon Verified Units (JVUs).
    • One JVU represents one rule applied to one text unit of up to 1,000 characters.
    • Gives organizations precise, predictable cost visibility tied directly to verification volume.

    Flexible, Production-Ready Deployment

    • Model-agnostic architecture supporting closed-source, open-source, and self-hosted LLMs.
    • This AWS Marketplace AMI is pre-configured for OpenAI models and requires an OpenAI API key at launch.
    • Support for additional model providers can be configured post-deployment.
    • Deploys as a single EC2 instance with all services pre-configured, including mTLS encryption for all internal communication.
    • Operational within minutes of launching the CloudFormation stack, with no vendor lock-in or mandatory data migration.

    Highlights

    • Policy to Logic: Verification Transforms natural language policies into enforceable rules that validate every LLM output before delivery.
    • Full Auditability: Every evaluation produces a traceable reasoning chain for regulatory compliance and audit readiness.
    • Deploy in Minutes: Pre-configured AMI with mTLS encryption. Model-agnostic with OpenAI pre-configured.

    Details

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    Delivery method

    Delivery option
    Jaxon DSAIL Platform Single Instance

    Latest version

    Operating system
    Ubuntu 24.04 LTS

    Deployed on AWS
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    Pricing

    DSAIL (Neurosymbolic Engine)

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    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 (1)

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    Dimension
    Description
    Cost/unit
    Jaxon Verified Unit
    1 rule (up to 5 claims) on up to 1000 chars = 1 JVU. More text/claims = more JVUs
    $0.001

    Vendor refund policy

    Jaxon AI offers a 48-hour refund on software usage charges for the DSAIL Platform. To request a refund, email support@jaxon.ai  with your AWS Account ID and the affected usage period. After 48 hours, refunds are evaluated case-by-case for platform defects or metering errors that resulted in incorrect JVU charges. AWS infrastructure costs (EC2, EBS, KMS, data transfer) are billed by AWS and not covered. For metering errors, AWS may also issue refunds directly per AWS Marketplace policy.

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    Legal

    Vendor terms and conditions

    Upon subscribing to this product, you must acknowledge and agree to the terms and conditions outlined in the vendor's End User License Agreement (EULA) .

    Content disclaimer

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    Usage information

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    Delivery details

    Jaxon DSAIL Platform Single Instance

    This CloudFormation template deploys the Jaxon DSAIL Platform as a self-contained single-instance architecture on an EC2 instance. All platform services - including the Platform API, Temporal workflow engine, PostgreSQL database, object storage, Authentik identity provider, HashiCorp Vault secrets manager, LLM proxy, and NGINX edge proxy - run as Docker containers on a single machine using a pre-baked AMI.

    Infrastructure Resources Created:

    • EC2 instance (default r8i.2xlarge - 8 vCPU, 64 GiB RAM, 256 GiB gp3 EBS volume)
    • KMS key and alias for HashiCorp Vault auto-unseal
    • IAM role with policies for SSM Session Manager access, Vault KMS operations, and AWS Marketplace metering
    • Security group allowing HTTPS (443) and HTTP (80, redirects to HTTPS) ingress from all sources

    Configuration Options:

    • Instance type: choose from r8i, r6i, m6i, or m7i families based on workload and region availability
    • OpenAI API key: required for LLM-powered rule extraction and verification workflows
    • External URL: set a custom domain or leave empty to auto-detect from the instance public IP
    • SSL/TLS: provide your own Base64-encoded certificate and private key, or let the platform generate a self-signed certificate on first boot
    • SSH access: disabled by default; when enabled, requires a key pair name and source CIDR block. SSM Session Manager is always available as an alternative
    • EBS encryption: enabled by default using the aws/ebs key; optionally specify a custom KMS key ID

    First Boot Process: On launch, the instance runs an automated first-boot script that generates unique passwords, initializes HashiCorp Vault with KMS auto-unseal, configures mTLS certificates for all internal services, and starts the full platform stack. Login credentials are written to /opt/jaxon/dsail/.credentials on the instance. The first-boot process takes approximately 5-10 minutes to complete. Platform availability can be verified by accessing the HTTPS URL shown in the stack outputs.

    Management: The platform includes management scripts at /opt/jaxon/dsail/ for starting (jaxon-start.sh), stopping (jaxon-stop.sh), and checking status (jaxon-status.sh) of all services. Connect to the instance via SSM Session Manager from the AWS Console or using the AWS CLI command provided in the stack outputs.

    CloudFormation Template (CFT)

    AWS CloudFormation templates are JSON or YAML-formatted text files that simplify provisioning and management on AWS. The templates describe the service or application architecture you want to deploy, and AWS CloudFormation uses those templates to provision and configure the required services (such as Amazon EC2 instances or Amazon RDS DB instances). The deployed application and associated resources are called a "stack."

    Version release notes

    Initial release of the Jaxon DSAIL Platform for AWS Marketplace.

    • Deterministic verification of LLM outputs against structured rules derived from policy documents
    • Policy-to-rules pipeline: automated extraction of compliance rules from regulatory and internal policy documents using LLM-assisted analysis
    • mTLS encryption for all internal service communication
    • Pre-configured for OpenAI LLM integration
    • SSM Session Manager access (no SSH required)
    • Usage-based metering via AWS Marketplace (Jaxon Verification Units)

    Additional details

    Support

    Vendor support

    Email: support@jaxon.ai 
    Phone: (877) 209-7055
    Support Availability Commitment. Jaxon will provide email- and phone-based support (support@jaxon.ai , 877-209-7055) during normal business hours, which currently are Monday through Friday (excluding holidays) from 9:00 a.m. through 5:00 p.m. Eastern time. Jaxon will respond to any emails sent to support@jaxon.ai  or voicemails left at (877) 209-7055 within 1 business day. Jaxon reserves the right to change its normal business hours and will notify users of any such changes.

    AWS infrastructure support

    AWS Support is a one-on-one, fast-response support channel that is staffed 24x7x365 with experienced and technical support engineers. The service helps customers of all sizes and technical abilities to successfully utilize the products and features provided by Amazon Web Services.

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