Sourced artificial intelligence and software context
Models, products, and production services: SAP Project or Program Manager
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 process and design governance. Ask how the manager resolves cross-module choices, limits customization, captures decisions, and keeps business owners accountable. 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: Review an integrated program plan with workstreams, dependencies, milestones, owners, critical path, and decision gates. 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: SAP Project or Program Manager
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 dependencies among environments, data loads, interfaces, roles, testing cycles, training, sites, and cutover events. Require an example with a late failure and a defensible recovery decision. Semiconductor and manufacturing programs may connect product definitions, equipment, process recipes, production schedules, quality results, suppliers, inventory, maintenance, and cost records.
Evidence to request: Use a design, data, or testing issue that crosses modules and score triage, options, business ownership, schedule effect, and closure. 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: SAP Project or Program Manager
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 financial, schedule, vendor, risk, and quality controls. Candidates should explain forecast changes, acceptance evidence, escalation thresholds, go-live criteria, and transfer to support. 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 an SAP cutover the manager led, including sequence, readiness, command structure, fallback, reconciliation, and stabilization. Name the facility and workload boundary, capacity unit, power and cooling dependencies, availability target, access model, maintenance path, recovery test, and change authority.