| Budget Development & Baselines | 
      Excel, Power BI, ChatGPT, Workday Adaptive | 
      Assemble baseline budgets from historicals; apply drivers/assumptions; produce rollups and versioned scenarios. | 
      Creates a defensible starting point for planning. | 
    
    
      | Forecasting & Scenario Modeling | 
      Excel (Solver), Power BI, ChatGPT, Python | 
      Model best/base/worst cases; perform sensitivity analyses on revenue, inflation, and staffing. | 
      Prepares leaders for uncertainty and tradeoffs. | 
    
    
      | Variance Analysis & Narrative | 
      Power BI, ChatGPT, Excel, Google Slides | 
      Automate MoM/QoQ variance tables; draft clear narratives of drivers and corrective actions. | 
      Turns numbers into actionable management insight. | 
    
    
      | Department Partnering & Requests | 
      Notion, Forms, ChatGPT, Smartsheet | 
      Intake funding requests; standardize business cases; summarize impacts on KPIs and headcount. | 
      Improves prioritization and fairness across teams. | 
    
    
      | Capital Planning & Depreciation | 
      Excel, Power BI, ChatGPT, Fixed-asset modules | 
      Track capex pipelines; model depreciation and funding sources; visualize payback/IRR. | 
      Aligns long-term assets with strategy and cash flow. | 
    
    
      | Workforce & Payroll Budgeting | 
      Workday, Excel, ChatGPT, Power BI | 
      Forecast FTEs, merit, benefits, and vacancies; simulate hiring plans and labor mix changes. | 
      Controls the largest cost driver in most orgs. | 
    
    
      | Grants & Fund Accounting (Public/Nonprofit) | 
      Oracle/PeopleSoft, Excel, ChatGPT, OneTrust | 
      Allocate costs to funds; track allowability/period of performance; generate drawdown packets. | 
      Protects compliance and funding continuity. | 
    
    
      | Procurement & Spend Controls | 
      Coupa, SAP Ariba, ChatGPT, Power BI | 
      Monitor encumbrances vs. budget; flag off-contract or over-threshold spend; draft policy reminders. | 
      Reduces leakage and improves adherence to policy. | 
    
    
      | Executive & Board Reporting | 
      Power BI, Canva, ChatGPT, Google Slides | 
      Publish dashboards for burn rate, runways, and fund balances; craft concise exec summaries. | 
      Enables quick, confident decisions at the top. | 
    
    
      | Audit Readiness & Documentation | 
      SharePoint, OneTrust, ChatGPT, DocuSign | 
      Maintain workpapers, approvals, and change logs; auto-index evidence for auditors. | 
      Speeds audits and strengthens internal control. | 
    
    
      | AI Governance & Transparency | 
      Claude, ChatGPT, SharePoint, Excel | 
      Log AI-assisted calculations and narratives; validate against source data and document human review. | 
      Builds trust in AI-enabled financial planning. |