Legal, accuracy, and financial disclaimers for AI

Site Disclaimer

Eighty percent of research errors come from unchallenged assumptions. I publish this disclaimer to draw clear lines. Every checklist below is a boundary—not an invitation to ignore your own risk controls.

Warning

Financial and analytical content is for informational purposes only.

Always consult with a qualified professional before making major financial decisions.

General Notice

All content is presented with care, but no guarantee is made for its currency or applicability to your circumstances. Site use is voluntary and at your own risk. You agree to these terms by continuing to use this platform.

Limitations of Liability

Not every risk can be anticipated or controlled. The list below sets out clear limitations for all users.

The operator is not liable for direct, indirect, or incidental losses from use of site content.
No responsibility is accepted for business decisions made using this information.
Technical errors, outages, or inaccuracies may occur. I do not warrant uninterrupted access or error-free data.
You assume all risk for use of third-party links and tools provided on this site.

Accuracy of Information

I rely on verified sources and automate cross-checks, but no data is ever flawless. Financial information, research results, and analytics are provided as-is, without warranty of completeness or precision. You should always validate critical details before making business decisions.

No representation is made for total accuracy or completeness.

Professional Advice Notice

No content here replaces professional advice. Consult with qualified legal, accounting, or financial experts before acting on any information from this site.

External Links

Links to third-party sites are for reference. I do not control, endorse, or guarantee any external content, nor am I responsible for their data use or policies. Review their terms before engaging or sharing information.

Results and Case Study Disclaimer

Examples or case studies shown are for illustration. Actual results will vary based on individual circumstances, data quality, and external factors. No promises are made about future outcomes.

Variation in Results

Your experience may differ. Factors such as enterprise context, data quality, and integration scope all affect results. Outcomes are not guaranteed and may fluctuate over time.

Financial Information Disclaimer

I analyze, process, and structure data—never promise outcomes, never advise on investments. Use site content as a reference, not as a substitute for your own due diligence or professional consultation.

Site content is informational only and not a substitute for legal, financial, or accounting advice.
I do not offer, recommend, or endorse specific financial products, instruments, or services.
Site users are responsible for their own research, analysis, and decision-making.

Jurisdiction and Governing Law

This platform operates under Canadian laws. Use elsewhere may subject you to other rules.

Disputes, claims, or proceedings arising from site use are subject to the exclusive jurisdiction of the courts in Ontario, Canada.

If you access this site from outside Canada, you are responsible for compliance with local regulations and data privacy laws.

Indemnification

You agree to indemnify and hold harmless the operator, team members, and affiliates from any claim, loss, or liability arising from your use of the site or reliance on provided information.

Severability

If any disclaimer section is found unenforceable, the remainder still applies. Invalid provisions do not affect the rest of these terms.

Modifications

I reserve the right to update this disclaimer at any time. Changes are effective immediately once posted. Continued site use means acceptance of any modifications.

Effective Date: Effective as of July 22, 2026. Latest policy update below.

Last Updated: Last reviewed July 22, 2026. I update policies as rules or practices change.