Disclaimer

fraction-ao places AI-fluent finance and accounting consultants for SMB projects. We do not sell services. Consultant engagements are scoped per project. Page Assurance & Advisory, PLLC provides CPA-licensed oversight on engagements where applicable. Composite case studies referenced on this site are illustrative; specific outcomes vary by client and consultant.

Composite case studies

Industry case studies on this site are composites drawn from multiple engagements, edited to protect client confidentiality. Quantitative outcomes are representative but not promised for any specific future engagement.

Third-party references

References to large companies (JPMorgan Chase, Siemens, BlackRock, Unilever, etc.) are drawn from publicly available case studies and industry reports. They are illustrative of methodology, not endorsements of fraction-ao or Page Assurance & Advisory.

Forward-looking statements

ROI ranges, payback estimates, and outcome ranges shown on this site are based on observed engagement results. Future results depend on project scope, client cooperation, data quality, and other factors and may differ.

Service area

fraction-ao + Page Assurance & Advisory, PLLC do not maintain physical offices. We engage clients in Austin, Houston, Dallas, San Antonio, and nationally via virtual and on-site work as the engagement requires.