Business systems + applied AI
Motya Ali · San Francisco
I bring 15+ years of retail planning and enterprise systems experience to business systems and applied AI implementation. My work connects requirements, software, documentation, and the people who use them.
My current projects include a résumé-grounded interview coach, grocery replenishment software, and workflows for document intake, meeting follow-up, and reporting.
Seeking business systems and applied AI implementation opportunities, with hands-on responsibility for requirements, workflows, testing, and user enablement. Based in San Francisco.
Selected work
SharePoint workflows for 268+ users, contextual AI interview practice, and planning decisions across major retail businesses.
Co-designed a new SharePoint document-control environment, then administered site access, file governance, and review workflows for a 268+ user program.
View the implementation case →Résumé and job-description context shape voice interview practice and actionable feedback for CCSF students.
Read the product case →Forecasting, inventory strategy, allocation leadership, systems implementation, and executive decision support across major retail businesses.
View the planning impact →How I create value
I connect the business process to the system: define requirements, test the behavior, guide users, and track the decisions that need review.
Connect records, deadlines, and reviewers. My workflow demos assemble meeting actions, route documents, and isolate incomplete items for review.
Translate requirements into permissions, interfaces, tests, and role-based guidance. The SharePoint case and interview coach show this work in two settings.
Turn inventory and demand signals into forecasts and actions. SmartGrocer applies replenishment logic in software; the AI demos make source gaps visible before review.
Professional opportunities
I’m seeking business systems and applied AI implementation work that connects operational requirements to usable software, tested workflows, and effective user support.