Leveraging Claude Pro for Financial Analysis, Reporting, Research & Automation

Core Workshop Philosophy

Participants already have knowledge of Finance. This program does not teach Finance concepts; instead, it focuses on how Claude can accelerate, improve, structure, standardise and automate the Finance work they already perform.

Duration: This is a 1-day practical training program.

Audience: The program is designed for Finance Managers, Financial Analysts, FP&A, Controllership, Treasury, MIS, Business Finance and Finance Operations professionals.

Platform: The training is delivered using Claude Pro.

Methodology: The program combines demonstrations, hands-on exercises, finance-focused case studies and a capstone project to provide practical learning.

Primary Outcome: Participants will learn to use Claude as a practical finance work assistant across analysis, reporting, research, documentation and automation.

Customisation for the Finance Function

The program can be customised around the organisation's actual Finance workflows and reporting
requirements. Examples can be adapted for:
 FP&A and management reporting
 Financial planning and forecasting
 Controllership and month-end reporting
 Treasury and cash-flow analysis
 MIS and business finance
 Management dashboards and KPI reporting
 Reconciliations and exception reviews
 Financial research and management presentations

By the end of the workshop, participants will be able to

• Identify where Claude can add value across everyday Finance workflows.
• Create effective prompts that produce structured, reliable Finance outputs.
• Work with financial spreadsheets, CSV files, reports and business documents.
•  Create Claude Projects with persistent Finance context and instructions.
•  Understand and leverage Skills for repeatable Finance workflows.
•  Use Cowork to delegate multi-step Finance tasks rather than asking one question at a time.
•  Use Artifacts to create reusable Finance dashboards, trackers, calculators and management outputs.
• Leverage Claude for Excel formulas, Power Query, VBA and financial modelling support.
• Accelerate financial research and turn source material into structured intelligence.
• Understand how Claude Code can support Finance automation and repetitive data-processing tasks.
•  Apply validation and human-review controls to Finance outputs.

Module 1 — Claude as Your Finance Work Assistant

• Understanding Claude as a practical Finance work assistant rather than a generic chatbot.
• Where Claude can support reading, analysis, writing, research, creation and automation.
• Finance use cases: financial analysis, management reporting, variance analysis, budgeting/forecasting
  support, financial research, documentation, reconciliation support, data-quality checks and repetitive task
  support.
• Choosing the right Claude workflow for a simple question versus a multi-step task.

Module 2 — Prompt Engineering for Finance

• Anatomy of a high-quality Finance prompt: Role + Context + Data + Task + Rules + Output + Validation.
• Giving Claude sufficient financial context without overloading the prompt.
•  Defining assumptions, constraints, calculation methodology and expected output.
•  Separating facts, calculations, assumptions and interpretations.
•  Creating reusable Finance prompts for analysis, variance commentary, management summaries and
  document review.
•  Practical exercise: convert weak Finance prompts into structured professional prompts.

Module 3 — Working with Financial Data & Documents

• Working with Excel, CSV, PDF, Word and other Finance documents.
• Data profiling: structure, missing values, duplicates and unusual values.
•  Data analysis: trends, variances, segmentation, outliers and exceptions.
•  Turning raw data into insights, commentary and management questions.
•  Practical exercise: Budget vs Actual analysis using Finance data.

Module 4 — Claude Projects for Finance

• Understanding Projects as dedicated workspaces with files, instructions and persistent context.
• Creating a Finance Project for recurring management reporting or financial analysis.
• Adding KPI definitions, reporting templates, previous reports, business-unit information and Finance
  instructions.
•  Creating project instructions for consistent terminology, assumptions, materiality and reporting style.
• Benefit: reduce repetitive prompting and improve consistency across recurring Finance work.

Module 5 — Claude Skills for Finance

• Understanding Skills as repeatable capabilities/workflows.
• Difference between a Prompt, Project and Skill.
•  Finance Skill examples: Monthly Management Reporting, Budget vs Actual Analysis, Financial Statement
  Review, Variance Commentary, KPI Analysis, Data Cleaning and Reconciliation Review.
•  Designing a repeatable workflow: Input Data → Validate → Analyse → Identify Variances → Generate
  Commentary → Management Summary.
•  Benefit: move from one-off conversations to repeatable Finance processes.

Module 6 — Claude Cowork: Delegating Finance Work

• Moving from ‘Ask Claude’ to ‘Delegate the work’
• Using Cowork for multi-step tasks involving files and structured workflows.
• Finance use cases: month-end reporting preparation, reviewing multiple reports, consolidating
  information, identifying exceptions, preparing commentary and creating management summaries.
•  Practical exercise: Month-End Finance Assistant workflow.
• Benefit: shift effort from performing every step to reviewing and approving the work.

Module 7 — Claude Artifacts for Finance

• Understanding the difference between a conversational answer and a reusable output.
• Creating Finance dashboards, KPI trackers, budget trackers, variance tools, financial calculators and
  management-reporting templates.
•  Using Claude to turn analysis into a usable Finance artifact.
•  Practical exercise: create a Finance KPI / management dashboard concept.
•  Benefit: move from information to reusable Finance tools.

Module 8 — Advanced Financial Analysis & Management Reporting

• Revenue, cost, margin, profitability, working capital, cash flow and KPI analysis.
• MoM, YoY, Budget vs Actual and Forecast vs Actual analysis.
•  Identifying major drivers, exceptions and management attention areas.
• Turning numbers into management commentary and executive summaries.
•  Preparing questions for CFO/management review.
• Key principle: Claude accelerates analysis and communication; Finance retains professional judgement.

Module 9 — Financial Research with Claude

• Accelerating company, competitor, industry, market and regulatory research.
• Annual-report analysis and extraction of relevant financial information.
• Comparing companies, periods or business segments.
•  Structuring research as Source → Evidence → Analysis → Conclusion.
• Practical exercise: build a structured company financial intelligence report.
•  Emphasis on source traceability and distinguishing sourced facts from interpretation.

Module 10 — Claude + Excel & Financial Modelling

• Generate, explain, troubleshoot and improve Excel formulas.
• Support for Power Query / M logic and VBA / macro development.
•  Reviewing spreadsheet logic and financial model structures.
•  Revenue, cost, budget, forecast, cash-flow, working-capital and scenario-model support.
• Practical exercise: use Claude to support a financial forecasting workflow.
•  Benefit: reduce time spent on spreadsheet mechanics and focus on Finance analysis.

Module 11 — Claude Code for Finance

• Introduction to Claude Code for Finance professionals.
• Moving from ‘Claude writes code’ toward building repeatable data-processing and automation workflows.
• Finance use cases: CSV consolidation, data cleaning, automated reconciliation, recurring report
  generation, file processing, Python analysis, SQL generation and Excel automation.
•  Demonstration: Monthly Finance Files → Validate → Clean → Consolidate → Analyse → Generate Output.
• Positioning: introductory exposure in this one-day program, with deeper coding/automation as a separate advanced pathway.

Module 12 — AI Governance, Validation & Human-in-the-Loop

• Finance outputs require professional review and validation.
• Validate source data, calculations, assumptions, dates, periods, units, currencies and material variances.
• Distinguish facts, calculations, assumptions and interpretations.
•  Identify unsupported conclusions and missing information.
•  Use Claude as an assistant for analysis and preparation—not as a substitute for Finance judgement,
  approval or decision-making.
• Apply organisational policies for confidential financial information and AI usage.