Professional Disclaimer

Effective Date: March 25, 2026

1. General Information Disclaimer

The information provided on karmanline.ai (the "Site") is for general informational purposes only. While we strive to keep the information accurate and up to date, Karman Line AI, LLC ("Karman Line AI") makes no representations or warranties of any kind, express or implied, about the completeness, accuracy, reliability, suitability, or availability of any information, products, services, or related graphics contained on the Site.

2. No Professional Advice

Content on this Site does not constitute professional cybersecurity, legal, financial, or business advice. Any reliance you place on information from this Site is strictly at your own risk. For specific guidance, you should consult qualified professionals in the relevant field.

3. Security Services Disclaimer

Karman Line AI provides offensive cybersecurity services including penetration testing, AI red teaming, and vulnerability assessments. These services are only performed under explicit written authorization from the system owner. Important notices:

• No security testing will be initiated without a signed Rules of Engagement (ROE) document
• Information on this Site about attack techniques, vulnerabilities, or security methodologies is provided for educational purposes only
• No information on this Site should be used to conduct unauthorized testing against any system
• Security assessments provide a point-in-time evaluation and do not guarantee future security
• No penetration test or assessment can guarantee detection of all vulnerabilities

4. AI & Automation Disclaimer

Our AI automation and consulting services involve emerging technologies. Important considerations:

• AI systems can produce unexpected results and should always include human oversight
• Performance outcomes described on this Site (including case studies, testimonials, and projected ROI) are based on specific conditions and may not be replicable in all environments
• AI and LLM outputs should be validated before use in critical decision-making
• We do not guarantee that AI implementations will achieve specific business outcomes

5. Interactive Tools Disclaimer

The Site includes interactive tools including the AI Readiness Scorecard, Security ROI (ROSI) Calculator, and Shadow AI Discovery Checklist. These tools:

• Provide estimates only and should not be used as the sole basis for business decisions
• Use simplified models that may not account for all variables in your specific environment
• Do not constitute a professional assessment, audit, or security evaluation
• May not reflect current industry benchmarks or threat landscapes
• Are provided "as is" without any warranty of accuracy or fitness for a particular purpose

6. Compliance & Regulatory Disclaimer

References to regulatory frameworks on this Site (including NIST AI RMF, ISO 42001, TX-RAMP, FedRAMP, CMMC, and others) are for informational purposes. Karman Line AI:

• Does not provide legal advice regarding compliance
• Does not guarantee that use of our services will result in regulatory compliance
• Recommends consultation with legal counsel for compliance-specific questions
• Notes that regulatory requirements change frequently — information on this Site may not reflect the most current requirements

7. Government Procurement Disclaimer

Karman Line AI's certifications, registrations, and designations (including SDVOSB, SAM, and NAICS classifications) are subject to ongoing verification processes. "Pending" designations indicate applications that have been submitted but not yet approved. The presence of government-related content on this Site does not constitute a government endorsement.

8. Third-Party Content & Links

The Site may contain links to third-party websites, references to third-party products, or citations of third-party research. These are provided for convenience and informational purposes only. Karman Line AI does not endorse, control, or assume responsibility for the content, privacy policies, or practices of any third-party sites or services.

9. Testimonials & Results

Any testimonials, case studies, or success stories presented on this Site represent individual experiences and are not guaranteed outcomes. Results may vary based on factors including but not limited to organizational size, industry, existing infrastructure, and level of engagement.

10. No Relationship Created

Use of this Site or communication through our contact form does not create a client-consultant, attorney-client, or fiduciary relationship between you and Karman Line AI. A formal engagement exists only upon execution of a written agreement.

11. Contact Us

If you have questions about these disclaimers, contact us at: