
JOB REPORT / 11-3031 · 59 TASKS
Financial Managers.
Can AI do the work of Financial Managers?
Mostly it works alongside you. Here is what shifts, task by task.
YOUR EXPERIENCE MATTERS
How does this fit your work?
How many tasks do you use AI to assist with at work?
Drag the dot. There’s no wrong answer; it starts at our estimate.
The mark shows what’s typical for this job.
The parts of your job AI can already do most of:
- Prepare operational or risk reports for management analysis
- Evaluate data pertaining to costs to plan budgets
- Prepare and file annual tax returns or prepare financial…
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A guided certificate program in AI-assisted Financial Managers work. It covers the 58 AI-affected parts of your job and ends in a capstone a person reviews.
WHAT WE LOOKED AT
Your job, task by task.
58/ 5958 of 59 tasks reviewed
This job has 59 core tasks. We went through 58 of them, one at a time.
Task by task, from the work Financial Managers actually do. How we describe AI use in each task is our own read of it, not a measurement of whether AI can replace the job.
- TASK 01
Prepare operational or risk reports for management analysis.
AI DOESPulls data, builds charts, drafts summaries, and flags anomalies automatically
YOU DOJudge which risks are business-critical and tailor the story for your leadership team
- TASK 02
Evaluate data pertaining to costs to plan budgets.
AI DOESPulls together cost data, flags trends, and drafts budget projections
YOU DOApply business context and make final calls on budget priorities
- TASK 03
Prepare and file annual tax returns or prepare financial information so that outside accountants can complete tax returns.
AI DOESOrganizes financial records, flags deductions, and drafts tax form entries
YOU DOVerify numbers, apply judgment on gray-area tax rules, and take legal responsibility for filings
- TASK 04
Monitor financial activities and details, such as cash flow and reserve levels, to ensure that all legal and regulatory requirements are met.
AI DOESScans transactions, tracks cash flow trends, and alerts you to potential compliance gaps in real time
YOU DOApply judgment when rules are ambiguous and take responsibility for final compliance decisions
- TASK 05
Develop internal control policies, guidelines, and procedures for activities, such as budget administration, cash and credit management, and accounting.
AI DOESDrafts policy templates, summarizes best-practice control frameworks, and flags common compliance gaps
YOU DOTailor controls to your org's real risks, relationships, and regulatory requirements
- TASK 06
Prepare or direct preparation of financial statements, business activity reports, financial position forecasts, annual budgets, or reports required by regulatory agencies.
AI DOESDrafts report templates, summarizes financial data, spots patterns, and checks figures for errors
YOU DOOwn the final numbers, interpret business context, and take legal responsibility for accuracy
- TASK 07
Prepare financial or regulatory reports required by laws, regulations, or boards of directors.
AI DOESDrafts report sections, organizes data, and checks regulatory formatting rules
YOU DOVerify numbers, apply business context, and sign your name to it
- TASK 08
Compute, withhold, and account for all payroll deductions.
AI DOESCalculates tax withholdings, flags errors, and generates deduction reports automatically
YOU DOReview exceptions, apply judgment on complex cases, and stay current on regulation changes
- TASK 09
Monitor regulatory or tax law changes to ensure fund compliance or to capitalize on development opportunities.
AI DOESScans regulatory databases, flags relevant law changes, and summarizes key impacts
YOU DODecide how each rule change applies to your specific fund and clients
- TASK 10
Verify regulatory compliance of transaction reporting.
AI DOESScans transaction reports for errors, flags missing data, and checks rules automatically
YOU DOOwn the final compliance sign-off and interpret ambiguous regulatory gray areas
- TASK 11
Review offering documents or marketing materials to ensure regulatory compliance.
AI DOESScans documents for regulatory red flags, missing required disclosures, and problematic language patterns
YOU DOOwn the final judgment and sign off on legal and regulatory responsibility
- TASK 12
Coordinate and direct the financial planning, budgeting, procurement, or investment activities of all or part of an organization.
AI DOESBuilds financial models, flags budget variances, and generates planning reports
YOU DOLead people through tradeoffs and own the final financial strategy
- TASK 13
Analyze acquisitions to ensure conformance with strategic goals or regulatory requirements.
AI DOESScans deal documents, checks regulatory rules, and highlights mismatches with stated fund strategy
YOU DOJudge whether a deal truly fits the fund's vision and relationships, not just the written rules
- TASK 14
Select specific investments or investment mixes for purchase by an investment fund.
AI DOESScreens thousands of securities, runs quantitative models, flags patterns, and generates portfolio options
YOU DOApply judgment on risk appetite, macro context, and fiduciary responsibility
- TASK 15
Monitor financial or operational performance of individual investments to ensure portfolios meet risk goals.
AI DOESTracks metrics, spots outliers, and summarizes portfolio performance in real time
YOU DODecide when a red flag is actually a deal-breaker versus normal noise
- TASK 16
Evaluate needs for procurement of funds and investment of surpluses and make appropriate recommendations.
AI DOESPulls financial data, runs cash flow models, and flags funding gaps or surplus opportunities
YOU DOWeigh organizational risk tolerance and build trust with lenders and stakeholders
- TASK 17
Establish procedures for custody or control of assets, records, loan collateral, or securities to ensure safekeeping.
AI DOESDrafts procedure documents, checks them against regulations, and spots missing steps
YOU DOOwn the final judgment on risk, accountability, and real-world enforcement
- TASK 18
Communicate with stockholders or other investors to provide information or to raise capital.
AI DOESDrafts investor letters, summaries, and talking points from financial data
YOU DOBuild real relationships and read the room with investors
- TASK 19
Oversee the flow of cash or financial instruments.
AI DOESMonitors transactions, spots patterns, and flags anomalies in real time
YOU DOApply business context and make final calls on risk and timing
- TASK 20
Perform tax planning work.
AI DOESDrafts tax scenarios, surfaces relevant tax law changes, and flags deduction opportunities
YOU DOOwn the final strategy and weigh business risk the company actually faces
- TASK 21
Conduct or coordinate audits of company accounts and financial transactions to ensure compliance with state and federal requirements and statutes.
AI DOESScans transactions, spots patterns, and checks rules against large datasets fast
YOU DOApply professional judgment, handle interviews, and take legal responsibility for audit conclusions
- TASK 22
Attend investment briefings or consult financial media to stay abreast of relevant investment markets.
AI DOESScans financial news, summarizes briefings, and flags relevant market updates instantly
YOU DOJudge which signals actually fit your fund's strategy and risk appetite
- TASK 23
Prepare for and respond to regulatory inquiries.
AI DOESDrafts response letters, surfaces relevant rules, and organizes supporting documents
YOU DOOwn the legal judgment, negotiate with regulators, and take accountability for every position
- TASK 24
Provide direction and assistance to other organizational units regarding accounting and budgeting policies and procedures and efficient control and utilization of financial resources.
AI DOESDrafts policy memos, summarizes budget rules, and flags procedure gaps
YOU DOBuild trust with teams and tailor advice to each unit's real situation
- TASK 25
Handle all aspects of employee insurance, benefits, and casualty programs, including monitoring changes in health insurance regulations and creating budgets for benefits and worker's compensation.
AI DOESScans regulatory updates, summarizes policy changes, and builds draft budget models for benefits and workers' comp
YOU DOOwn final decisions on coverage, vendor relationships, and legal compliance
- TASK 26
Determine depreciation rates to apply to capitalized items and advise management on actions regarding the purchase, lease, or disposal of such items.
AI DOESLooks up IRS or GAAP depreciation rules, builds schedules, and flags options for buy vs. lease vs. dispose
YOU DOWeigh company strategy, risk, and relationships before advising leadership
- TASK 27
Manage investment funds to maximize return on client investments.
AI DOESScreens stocks, runs risk models, spots market patterns, and drafts portfolio reports
YOU DOApply judgment about client goals, market uncertainty, and relationship trust
- TASK 28
Select or direct the execution of trades.
AI DOESScans markets, flags trade signals, and runs execution algorithms
YOU DOOwn the final decision on risk, timing, and client fit
- TASK 29
Identify group or individual target investors for a specific fund.
AI DOESScans investor databases, screens for matching criteria, and drafts ranked prospect lists
YOU DOApply relationship knowledge and read subtle investor preferences AI can't access
- TASK 30
Direct activities of accounting or operations departments.
AI DOESFlags data errors, summarizes reports, and drafts operational updates
YOU DOOwn the decisions about people, priorities, and accountability
- TASK 31
Approve, reject, or coordinate the approval or rejection of lines of credit or commercial, real estate, or personal loans.
AI DOESPulls credit data, scores risk, flags red flags, and drafts recommendation summaries
YOU DOOwn the final yes/no decision and handle edge cases, exceptions, and borrower relationships
- TASK 32
Lead staff training and development in budgeting and financial management areas.
AI DOESDrafts training slides, quizzes, and financial explainers fast
YOU DORead your team's skill gaps and coach them in the moment
- TASK 33
Establish and maintain relationships with individual or business customers or provide assistance with problems these customers may encounter.
AI DOESDrafts follow-up messages, summarizes account history, and flags customer issues for review
YOU DOShow up with empathy and build real trust through personal connection
- TASK 34
Recruit staff members.
AI DOESDrafts job descriptions, screens resumes, and schedules interviews
YOU DORead people, judge culture fit, and build trust with candidates
- TASK 35
Hire or evaluate staff.
AI DOESScreens resumes, flags keyword matches, and drafts interview questions
YOU DORead the person in the room and make the final trust call
- TASK 36
Oversee training programs.
AI DOESDrafts training content, tracks completion data, and flags skill gaps
YOU DORead your team's real needs and motivate people to grow
- TASK 37
Delegate authority for the receipt, disbursement, banking, protection, and custody of funds, securities, and financial instruments.
AI DOESDrafts delegation frameworks, summarizes compliance rules, and tracks who holds what authority
YOU DOOwn the accountability and judge who can be trusted with financial authority
- TASK 38
Supervise employees performing financial reporting, accounting, billing, collections, payroll, and budgeting duties.
AI DOESSummarizes team reports, drafts feedback templates, and flags unusual patterns in work output
YOU DOBuild trust with your team and make the tough calls about people
- TASK 39
Meet with investors to determine investment goals or to discuss investment strategies.
AI DOESPrepares meeting briefs, summarizes investor profiles, and suggests talking points based on goals
YOU DOBuild trust, read the room, and make judgment calls on sensitive financial decisions
- TASK 40
Plan, direct, or coordinate the activities of workers in branches, offices, or departments of establishments, such as branch banks, brokerage firms, risk and insurance departments, or credit departments.
AI DOESDrafts reports, tracks team performance metrics, flags issues in data, and suggests scheduling or workflow improvements
YOU DOBuild trust with your team, read the room, and make tough calls about people and priorities
- TASK 41
Develop and maintain relationships with banking, insurance, and external accounting personnel to facilitate financial activities.
AI DOESDrafts emails, summarizes past interactions, and flags follow-up needs
YOU DOShow up, build trust, and read the room in real conversations
- TASK 42
Monitor and evaluate the performance of accounting and other financial staff, recommending and implementing personnel actions, such as promotions and dismissals.
AI DOESPulls together performance metrics, flags attendance or error trends, and drafts evaluation summaries
YOU DOMake the final call on people's careers and deliver feedback with empathy and fairness
- TASK 43
Network within communities to find and attract new business.
AI DOESResearches target contacts, drafts personalized outreach emails, and suggests talking points
YOU DOShow up in person, build real trust, and read the room in conversations
- TASK 44SOURCE-BACKED TASK
Receive, record, and authorize requests for disbursements in accordance with company policies and procedures.
AI DOESProcesses standard requests and flags policy violations
YOU DOAuthorize complex cases with judgment
About this analysis
47% · Methodology: exposure-v1 · Analysis date: unavailable · Confidence: medium
- TASK 45SOURCE-BACKED TASK
Examine, evaluate, or process loan applications.
AI DOESScans documents and calculates risk scores
YOU DODecide on borderline cases and exceptions
About this analysis
47% · Methodology: exposure-v1 · Analysis date: unavailable · Confidence: medium
- TASK 46SOURCE-BACKED TASK
Develop or implement fund investment policies or strategies.
AI DOESAnalyzes market data and suggests portfolio allocations
YOU DOSet risk tolerance and final strategy
About this analysis
38% · Methodology: exposure-v1 · Analysis date: unavailable · Confidence: medium
- TASK 47SOURCE-BACKED TASK
Develop or analyze information to assess the current or future financial status of firms.
AI DOESCrunches numbers and spots financial patterns
YOU DOInterpret what the trends really mean
About this analysis
37% · Methodology: exposure-v1 · Analysis date: unavailable · Confidence: medium
- TASK 48SOURCE-BACKED TASK
Evaluate financial reporting systems, accounting or collection procedures, or investment activities and make recommendations for changes to procedures, operating systems, budgets, or other financial control functions.
AI DOESAnalyzes data patterns and flags potential issues
YOU DOJudge priorities and sell the changes
About this analysis
36% · Methodology: exposure-v1 · Analysis date: unavailable · Confidence: medium
- TASK 49SOURCE-BACKED TASK
Evaluate the potential of new product developments or market opportunities, according to factors such as business plans, technologies, or market potential.
AI DOESAnalyzes market data and financial projections
YOU DOJudge the vision and make the call
About this analysis
36% · Methodology: exposure-v1 · Analysis date: unavailable · Confidence: medium
- TASK 50SOURCE-BACKED TASK
Perform or evaluate research, such as detailed company or industry analyses, to inform financial forecasting, decision making, or valuation.
AI DOESGathers data and creates initial analysis frameworks
YOU DOJudge what drives real value
About this analysis
34% · Methodology: exposure-v1 · Analysis date: unavailable · Confidence: medium
- TASK 51SOURCE-BACKED TASK
Review reports of securities transactions or price lists to analyze market conditions.
AI DOESScans transaction data and flags price patterns
YOU DOInterpret what the patterns mean
About this analysis
33% · Methodology: exposure-v1 · Analysis date: unavailable · Confidence: medium
- TASK 52SOURCE-BACKED TASK
Develop, implement, or monitor security valuation policies.
AI DOESAnalyzes market data and suggests valuation models
YOU DOSet policy direction and approve frameworks
About this analysis
32% · Methodology: exposure-v1 · Analysis date: unavailable · Confidence: medium
- TASK 53SOURCE-BACKED TASK
Develop or direct development of offering documents or marketing materials.
AI DOESGenerates initial drafts and marketing copy
YOU DOShape the strategy and approve the message
About this analysis
32% · Methodology: exposure-v1 · Analysis date: unavailable · Confidence: medium
- TASK 54SOURCE-BACKED TASK
Review collection reports to determine the status of collections and the amounts of outstanding balances.
AI DOESScans reports and flags overdue accounts
YOU DODecide next steps and priority actions
About this analysis
30% · Methodology: exposure-v1 · Analysis date: unavailable · Confidence: medium
- TASK 55SOURCE-BACKED TASK
Analyze the financial details of past, present, and expected operations to identify development opportunities and areas where improvement is needed.
AI DOESProcesses data and highlights patterns in financial trends
YOU DODecide which opportunities to pursue
About this analysis
22% · Methodology: exposure-v1 · Analysis date: unavailable · Confidence: medium
- TASK 56SOURCE-BACKED TASK
Present investment information, such as product risks, fees, or fund performance statistics.
AI DOESGenerates charts, tables, and performance summaries
YOU DOExplain what it means for each client
About this analysis
20% · Methodology: exposure-v1 · Analysis date: unavailable · Confidence: medium
- TASK 57SOURCE-BACKED TASK
Maintain current knowledge of organizational policies and procedures, federal and state policies and directives, and current accounting standards.
AI DOESTracks policy updates and flags key changes
YOU DOJudge which changes affect your work
About this analysis
7% · Methodology: exposure-v1 · Analysis date: unavailable · Confidence: medium
- TASK 58SOURCE-BACKED TASK
Advise management on short-term and long-term financial objectives, policies, and actions.
AI DOESAnalyzes financial data and models scenarios
YOU DOChoose strategy based on business context
About this analysis
0% · Methodology: exposure-v1 · Analysis date: unavailable · Confidence: medium
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