Disclaimer & Legal Notices

Last Updated: November 1, 2025

Important Notice

Please read this disclaimer carefully before purchasing or using the LLM Cost Killer Playbook. The information and strategies provided are based on real-world experience and industry best practices, but results will vary based on your specific implementation, infrastructure, and usage patterns.

1. No Guaranteed Results

While the LLM Cost Killer Playbook provides proven strategies for reducing LLM API costs, we cannot and do not guarantee specific results or cost savings for your particular use case.

1.1 Savings Estimates

References to savings such as "25%-75% cost reduction" or "41% savings" are:

  • Based on real implementations by other teams
  • Dependent on specific infrastructure and usage patterns
  • Not guaranteed for your specific situation
  • Provided as examples, not promises
  • Subject to variation based on implementation quality

1.2 Factors Affecting Results

Your actual cost savings will depend on many factors, including but not limited to:

  • Your current LLM usage patterns and volume
  • Quality and completeness of implementation
  • Your existing infrastructure and architecture
  • The specific LLM providers you use
  • Your application's requirements and constraints
  • Team expertise and resources available
  • Changes in LLM provider pricing

2. Educational and Informational Purposes

The LLM Cost Killer Playbook is provided for educational and informational purposes only. It is not:

  • Professional financial advice
  • A guarantee of specific cost savings
  • A substitute for professional consultation
  • Tailored to your specific business needs
  • A comprehensive solution for all cost optimization scenarios

3. Implementation Responsibility

You are solely responsible for:

  • Evaluating whether the strategies are appropriate for your use case
  • Implementing the strategies correctly and safely
  • Testing implementations in non-production environments first
  • Monitoring the impact on your systems and costs
  • Ensuring compliance with your LLM provider's terms of service
  • Any consequences resulting from implementation

4. Technical Risks

Implementation of the strategies in this playbook may involve technical risks, including but not limited to:

  • Changes to application behavior or performance
  • Potential impact on user experience
  • Compatibility issues with existing systems
  • Unintended consequences in production environments
  • Data privacy or security considerations

Always test in a safe environment before deploying to production.

5. No Liability for Financial Outcomes

Agents Genius and the creators of the LLM Cost Killer Playbook are not liable for:

  • Any financial losses or lack of expected savings
  • Costs incurred during implementation
  • Business interruptions or downtime
  • Loss of data or system failures
  • Opportunity costs or lost revenue
  • Any direct, indirect, incidental, or consequential damages

6. Third-Party Services and Providers

The playbook discusses various LLM providers and third-party services. Please note:

  • We are not affiliated with or endorsed by these providers
  • Provider pricing, features, and terms may change without notice
  • You are responsible for complying with each provider's terms of service
  • We make no guarantees about third-party service availability or performance

7. Testimonials and Case Studies

Testimonials and case studies presented on our website or in the playbook:

  • Represent the experiences of specific individuals or teams
  • Are not representative of all users' experiences
  • Do not guarantee similar results for you
  • May have been edited for clarity or brevity
  • Reflect results at a specific point in time

8. Content Accuracy

While we strive to provide accurate and up-to-date information:

  • The LLM and AI industry evolves rapidly
  • Some information may become outdated
  • We make no warranties about the accuracy or completeness of the content
  • You should verify information independently before relying on it
  • Updates to the playbook are provided as-is without guarantees

9. Professional Advice

The playbook does not constitute professional advice. For specific situations, you should consult with:

  • Your legal counsel for legal matters
  • Your financial advisor for financial decisions
  • Your IT security team for security considerations
  • Your compliance team for regulatory requirements

10. Changes to Strategies

The effectiveness of strategies may change over time due to:

  • Changes in LLM provider pricing models
  • Updates to LLM APIs and features
  • Evolution of best practices
  • New technologies or approaches
  • Changes in your usage patterns

11. Use at Your Own Risk

By purchasing and using the LLM Cost Killer Playbook, you acknowledge that:

  • You have read and understood this disclaimer
  • You accept all risks associated with implementation
  • You will not hold Agents Genius liable for any outcomes
  • Results are not guaranteed and will vary
  • You are responsible for your own implementation decisions

12. Our Commitment to Quality

Despite these disclaimers, we are committed to providing high-quality, valuable content. We:

  • Base our strategies on real-world experience
  • Continuously update the playbook with new insights
  • Provide support to help you succeed
  • Stand behind our 30-day money-back guarantee
  • Are available to answer questions and provide guidance

13. Questions or Concerns

If you have questions about this disclaimer or need clarification on any point, please contact us:

Email: med@agentsgenius.com

Company: Agents Genius