Sourced artificial intelligence and software context
Models, products, and production services: Salesforce Administrator
The City of San Jose identifies artificial intelligence as a priority growth sector and includes AI training and job-matching programs in its fiscal year 2025 to 2026 economic plan. Connect the operating context to a user workflow. Ask how the administrator would model the process, control access, handle exceptions, and prove that the change works for the people who use it. AI product work can join source data, models, application code, evaluation, user feedback, cost controls, access rules, and production support under separate owners.
Evidence to request: Use a configuration exercise with users, records, permissions, automation, reports, and acceptance criteria. Define the user decision, model boundary, source data, evaluation set, deployment path, access control, cost target, failure response, and approving product owner.
Sourced semiconductors and advanced manufacturing context
Engineering, fabrication, and supply controls: Salesforce Administrator
A July 2025 City of San Jose economic-development release names advanced manufacturing and semiconductors among the industries the city plans to attract, retain, and grow. Set the automation boundary among Flow, validation rules, approvals, packaged features, and custom development. Require an example that includes scale, failure handling, testing, and release control. Semiconductor and manufacturing programs may connect product definitions, equipment, process recipes, production schedules, quality results, suppliers, inventory, maintenance, and cost records.
Evidence to request: Review a Flow or production defect with the trigger, affected records, diagnosis, correction, testing, and deployment path. Set the design or plant boundary, product revision, process control, equipment interface, traceability unit, quality release, supplier handoff, change window, and support owner.
Sourced data centers and energy infrastructure context
Capacity, continuity, and facility operations: Salesforce Administrator
San Jose's July 2026 large energy-use project page distinguishes data centers from research laboratories, advanced manufacturing sites, electric-vehicle charging hubs, and other power-intensive facilities. Define platform support and governance. Candidates should explain intake, prioritization, sandbox use, deployment, documentation, data cleanup, user support, and the measures used after release. These facilities can combine power, cooling, networks, physical security, capacity, asset maintenance, environmental controls, backup systems, and tenant or workload commitments.
Evidence to request: Ask for a backlog or release the administrator owned, including stakeholder decisions, adoption evidence, and follow-up work. Name the facility and workload boundary, capacity unit, power and cooling dependencies, availability target, access model, maintenance path, recovery test, and change authority.