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    AI Token Economics and Agentic Operations Integration on AWS

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    Sold by: Future Tech 
    Future Tech helps organizations implement AWS architectures and operating controls that make AI workloads observable, cost-aware, and production-ready—from emergent compute through agentic operations.

    Overview

    Future Tech designs and implements AWS solutions for organizations moving AI workloads from experimentation into production.

    We integrate emergent compute patterns, data pipelines, foundation-model applications, and agentic workflows with the customer’s existing systems and operating model.

    Our AI token economics work measures token consumption and inference cost by model, agent, workflow, user, and business outcome. We implement budgets, quotas, routing policies, rate controls, chargeback or showback, and dashboards so teams can balance performance, quality, and cost.

    Our agentic operations work adds identity, least-privilege access, human approval points, evaluation, CI/CD, audit trails, observability, and continuous improvement using AWS services such as Amazon Bedrock, Bedrock AgentCore, Amazon SageMaker, Amazon CloudWatch, AWS CloudTrail, AWS IAM, AWS Budgets, AWS Cost Explorer, Amazon S3, AWS Lambda, Amazon ECS or Amazon EKS, and Amazon API Gateway.

    Highlights

    • Implement observable, governed AI and agentic workflows on AWS
    • Measure token usage, inference cost, quality, and business value across models and agents
    • Integrate emergent compute, enterprise data, APIs, security controls, and operating processes

    Details

    Delivery method

    Deployed on AWS
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    Pricing

    Custom pricing options

    Pricing is based on your specific requirements and eligibility. To get a custom quote for your needs, request a private offer.

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    Content disclaimer

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    Support

    Vendor support

    Future Tech provides implementation support, architecture guidance, deployment documentation, knowledge transfer, and post-launch stabilization. Support may include issue triage, configuration updates, observability review, cost and token-usage optimization, agent evaluation review, and operating-model improvements. Support contact: jkuiper@ftei.com . Engagement scope, response targets, and any ongoing managed support are defined in the applicable private offer. Secondary contact: mcwilson@ftei.com .