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    WrangleAI - Usage and Cost Optimization

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    Sold by: WrangleAI 
    WrangleAI tackles AI cost sprawl with optimized AI keys, enforces governance controls for secure multi-model usage, and delivers complete visibility through dashboards, allocation tools, and proactive optimization guidance.

    Overview

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    WrangleAI empowers organizations to optimize costs, enforce governance, and gain complete visibility over AI usage across multiple models and providers. Designed for data science teams, AI operations managers, Cloud FinOps, and finance departments, WrangleAI delivers immediate cost savings through optimized AI keys, robust policy controls for secure AI adoption, and actionable insights to manage complex AI environments efficiently.

    With WrangleAI, organizations benefit from:

    Optimized AI Keys: that automatically reduce costs without code changesdelivering instant savings across OpenAI, Anthropic, Google, and other providers

    Governance Controls: to enforce usage policies, manage permissions, and ensure compliance across teams and projects

    Unified Visibility Dashboard: that tracks tokens, requests, and costs in real-time with intuitive visualizations

    Synthetic Groups: for precise allocation and cost tracking by teams, products, or business units

    Broad Model Support: including GPT-5, Claude Opus, Gemini Models, and custom model tracking for your entire AI stack

    Proactive Optimization Insights: that identify cost-saving opportunities, prevent budget overruns, and reveal usage patterns across teams and models

    WrangleAI simplifies AI cost management and governance for enterprises scaling their AI operations. We platform offers a free 60-day trial with no upfront costs, making it easy for teams to experience immediate value.

    Ideal for organizations seeking to:

    • Cut AI costs with zero friction through optimized keys

    • Enforce security and compliance policies across AI usage

    • Gain transparency into multi-model AI spending

    • Scale AI adoption with confidence and control

    Highlights

    • Optimized AI Keys deliver instant cost savings across OpenAI, Anthropic, Google, SLMs and other providersreducing AI spending by up to 30-60% without code changes or workflow disruption
    • Unified Visibility Dashboard tracks tokens, requests, costs, and emissions in real-time across all AI models with centralized monitoring, allocation by teams and products, and actionable insights
    • AI Regulation Ready Controls enforce governance policies, manage permissions, ensure compliance with emerging AI regulations, and provide audit trails for secure, responsible AI adoption at scale

    Details

    Delivery method

    Deployed on AWS
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    Multi-product solutions

    Features and programs

    Financing for AWS Marketplace purchases

    AWS Marketplace now accepts line of credit payments through the PNC Vendor Finance program. This program is available to select AWS customers in the US, excluding NV, NC, ND, TN, & VT.
    Financing for AWS Marketplace purchases

    Pricing

    WrangleAI - Usage and Cost Optimization

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    Pricing is based on the duration and terms of your contract with the vendor, and additional usage. You pay upfront or in installments according to your contract terms with the vendor. This entitles you to a specified quantity of use for the contract duration. Usage-based pricing is in effect for overages or additional usage not covered in the contract. These charges are applied on top of the contract price. If you choose not to renew or replace your contract before the contract end date, access to your entitlements will expire.
    Additional AWS infrastructure costs may apply. Use the AWS Pricing Calculator  to estimate your infrastructure costs.

    1-month contract (2)

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    Dimension
    Description
    Cost/month
    Enterprise Tier - Multi Tenant
    Full access to all features - incl Enterprise RBAC/SSO features, white glove support and reduced usage fees
    $3,400.00
    Enterprise Tier - Self Hosted in AWS
    Our top level tier self hosted in your environment, with custom support and deployment provided by the WrangleAI team.
    $4,200.00

    Additional usage costs (1)

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    The following dimensions are not included in the contract terms, which will be charged based on your usage.

    Dimension
    Description
    Cost/unit
    AI Usage Fees
    AI based features specifically the Optimised AI keys.
    $1.00

    Vendor refund policy

    Please contact us at support@wrangleai.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.

    Resources

    Vendor resources

    Support

    Vendor support

    For support with WrangleAI AI Usage and Cost Optimization, please contact us at support@wrangleai.com  or visit https://wrangleai.com/contact .

    Support is available during business hours.

    Buyers can expect help via email or through our website for general inquiries, troubleshooting, and product guidance.

    For enterprise clients we have a dedicated point of contact and the ability to influence the roadmap.

    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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