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IBM

Budgeting & Driver-Based Planning

IBM via Coursera

Overview

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By the end of this course, you'll be able to design, document, and defend a credible, business-aligned budget — one that earns sign-off from leadership and genuine buy-in from the departments that have to deliver it. Most analysts inherit a budget process they've never redesigned. This course changes that. You'll map the end-to-end budget cycle stage by stage, diagnose where and why it stalls, and learn the workflow-design principles — stage-gates, entry and exit criteria, clear role assignments — that make it run faster. You'll move from static, line-item budgeting to driver-based planning: identifying the volume, price, headcount, and productivity levers that actually move the numbers, building them into transparent formulas, and running sensitivity tests that show how assumption changes ripple through revenue, cost, and margin. You'll also develop the business-alignment skills that make budgets stick — mapping departmental goals to measurable drivers, facilitating cross-functional reviews, and capturing agreed changes through traceable budget logs. No prior FP&A or coding experience required. This is Course 2 of the IBM FP&A Analyst with AI Skills Professional Certificate.

Syllabus

  • Budgeting Workflows
    • Master the end-to-end budget cycle and the workflow-design skills that financial planning and analysis (FP&A) teams rely on to run budgeting faster and with less friction. This module maps the full budget process — target setting, template distribution, input collection, consolidation, review, revision, and approval — and clarifies FP&A's role and responsibilities at each stage. It explains why budget season is slow, iterative, and political, then shows how to design a clear, role-based budgeting workflow built on stage-gates, testable entry and exit criteria, RACI role assignment, and defined handoffs. Learners build skills in process design, process mapping, and budget governance — the foundation that helps finance and business teams reach agreement, control rework, and move a budget to leadership sign-off.
  • Drivers vs. Static Planning
    • Learn how modern financial planning and analysis (FP&A) teams move beyond static spreadsheets to build budgets that adapt as the business changes. This module compares static, incremental, and zero-based budgeting and shows why traditional line-item budgets break down under volatility and uncertainty. It then introduces driver-based planning as the flexible alternative. You'll explore operational drivers — volume, price, mix, headcount, and productivity — and learn how they link to financial outcomes such as revenue, cost, and margin. The module builds core budgeting and financial modeling skills: identifying high-leverage drivers, structuring transparent planning models, and running scenario and sensitivity analysis. It suits analysts, finance professionals, and business partners who want faster, more accurate, and more adaptable budgeting, forecasting, and decision support.
  • Build Driver Models
    • Learn to build driver-based financial models that connect operational drivers to the profit and loss statement. This module on financial modeling and driver-based planning shows financial planning and analysis (FP&A) teams how to turn a list of business drivers — volume, price, headcount, productivity — into a structured, auditable budget or forecast model. Learners separate a model into clean input, calculation, and output layers; write traceable driver formulas free of hard-coded values; and run sensitivity analysis to reveal how changing key assumptions moves revenue, cost, and margin. The module also covers model documentation, assumption registers, and model governance, building practical financial modeling, what-if analysis, and budgeting skills that make forecasts faster, more transparent, and ready for leadership review.
  • Business Alignment Techniques
    • Learn the business-alignment skills that make budgets stick. This module shows financial planning and analysis (FP&A) professionals how to connect departmental goals to the operational drivers that produce them, run cross-functional budget reviews that focus on real trade-offs, and capture stakeholder feedback through clear, traceable changes. You'll explore driver-to-objective mapping, structured review facilitation, change-log discipline, and participative budgeting — the core of modern FP&A business partnering. Built for early-career analysts and career changers, the module emphasizes influence without authority, assumption testing, and the communication skills that turn a finance-built budget into a plan that departments own and deliver. No prior FP&A experience is required, and the techniques apply across industries, tools, and planning cycles.
  • Budget Review and Approval
    • Take a budget from draft to decision. This module teaches financial planning and analysis (FP&A) professionals how to review, evaluate, and approve a budget with confidence. Learners apply a structured completeness checklist to confirm a budget covers every revenue stream, cost category, headcount line, and capital item, then test its credibility — judging whether revenue and cost targets are realistic against history, benchmarks, and operating capacity. The module shows how to spot red flags in growth and spending assumptions, design stage-gate approval workflows with clear entry and exit criteria and named approvers and assemble a decision-focused approval pack. By the end, learners can move a budget through review and sign-off efficiently — reducing iterations, rework, and stalled approval cycles while strengthening financial governance, accountability, and the audit trail.

Taught by

LearnQuest Network

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