Sourced artificial intelligence and software context
Models, products, and production services: Oracle Fusion Financials
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 setting to enterprise structures, accounting calendars, ledgers, balancing segments, approval rules, and subledger accounting. Ask the consultant to show the journal result. 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 an accounting-design case and require structure, journal, control, security, reporting, and approval decisions. 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: Oracle Fusion Financials
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. Define interfaces for banking, procurement, payroll, billing, tax, planning, and external reporting. Require evidence from Oracle Integration, files, APIs, balancing, monitoring, and recovery. 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 finance interface failure with source totals, transformation, correction, replay, balancing, and process-owner communication. 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: Oracle Fusion Financials
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. Set conversion, testing, and close criteria. Candidates should explain master data, opening balances, open transactions, reconciliations, role testing, period close, and acceptance. 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 conversion or close cycle the consultant owned, including reconciliation, exceptions, approvals, and post-release checks. Name the facility and workload boundary, capacity unit, power and cooling dependencies, availability target, access model, maintenance path, recovery test, and change authority.