Public information is not a client engagement.

Site purpose

Fast Data Secrets, LLC operates YakData, a production AI advisory practice that also publishes information about production AI, analytics, data systems, decision systems, architecture, evaluation, economics, and operational ownership. Public materials are general information and demonstrations.

Governing law, arbitration, and venue

Any access to or use of this site, any free or paid site asset, and any purchase or use of any YakData or Fast Data Secrets, LLC product or service is governed by the laws of the State of Florida, USA, without regard to conflict-of-laws principles. To the fullest extent permitted by law, any dispute, claim, legal matter, or remedy arising from or relating to this site, its assets, products, services, purchases, or these terms must be resolved by binding arbitration conducted in Walton County, Florida, USA, or, where arbitration does not apply or court action is permitted, exclusively in a state or federal court with jurisdiction in or serving Walton County, Florida, USA. You consent to personal jurisdiction and venue there. If you do not agree to these terms, do not access or use this site or its assets and do not purchase or use any product or service offered through this site.

No client relationship from website use

Viewing the site, submitting a form, exchanging preliminary messages, or participating in an introductory discussion does not create a client relationship, confidentiality obligation, or commitment to perform work. A client relationship begins only under a written agreement accepted by the parties and after required commercial start conditions are satisfied.

No professional or outcome guarantee

Website content does not constitute legal, tax, accounting, investment, medical, regulatory, or other licensed professional advice. Examples, estimates, architectures, scenarios, and analytical methods may not fit a particular organization. YakData does not guarantee financial returns, model accuracy, regulatory approval, security certification, or decisions made by site visitors or client personnel.

Intellectual property

YakData is a service of and service mark of Fast Data Secrets, LLC. Unless otherwise stated, the site design, text, diagrams, methods, videos, and other original materials are owned by Fast Data Secrets, LLC or used with permission. You may view and share public page links for ordinary business and educational use. You may not reproduce, republish, sell, scrape, clone, remove attribution from, or use substantial portions to create a competing product or service without written permission.

Acceptable use

You may not misuse the site, interfere with its operation, attempt unauthorized access, submit malicious code, impersonate another person, harvest contact information, or use the forms to send unlawful, abusive, deceptive, or confidential material.

Third-party services and links

The site may use or link to third-party hosting, form delivery, email, analytics, archives, publications, and other services. YakData does not control those services and is not responsible for their availability, content, security, or terms.

Private advisory services

Private Analysis Reviews, Private Working Days, and Private Engagements are paid professional services governed by the applicable written scope, proposal, order form, or agreement. Website descriptions and prices describe the current commercial model but do not create a client relationship, reserve capacity, or replace the terms of an executed agreement.

Site availability and limitation

The site and public materials are provided as available. To the maximum extent permitted by applicable law, Fast Data Secrets, LLC disclaims implied warranties and is not liable for indirect, incidental, special, consequential, or punitive damages arising from use of public website content.

Changes and contact

These terms may be updated as the site and services change. Continued use after an update means the revised terms apply going forward. For questions, use the contact options shown on the site.