General and Operations Managers.

This job has 17 core tasks. We went through 16 of them, one at a time.

Task by task, from the work General and Operations 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.

1. TASK 01

   Set prices or credit terms for goods or services, based on forecasts of customer demand.

   AI DOES

   Analyzes sales history, forecasts demand, and suggests price or credit options

   YOU DO

   Apply business judgment, stakeholder context, and strategic priorities to the final decision

2. TASK 02

   Prepare staff work schedules and assign specific duties.

   AI DOES

   Drafts shift schedules, spots coverage gaps, and suggests duty assignments based on rules and past data

   YOU DO

   Apply judgment about people, fairness, and real-world context that data can't capture

3. TASK 03

   Develop or implement product-marketing strategies, including advertising campaigns or sales promotions.

   AI DOES

   Drafts ad copy, summarizes market trends, suggests campaign ideas, and builds first-cut promotional plans

   YOU DO

   Judge which strategy fits your brand, culture, and customers — then sell it to the team

4. TASK 04

   Manage the movement of goods into and out of production facilities to ensure efficiency, effectiveness, or sustainability of operations.

   AI DOES

   Tracks inventory levels, flags delays, and forecasts supply needs using data

   YOU DO

   Build supplier relationships and make judgment calls when things go wrong

5. TASK 05

   Direct or coordinate financial or budget activities to fund operations, maximize investments, or increase efficiency.

   AI DOES

   Analyzes budget data, flags inefficiencies, and generates financial summaries or forecasts

   YOU DO

   Own the strategic trade-offs and final budget decisions that affect people and operations

6. TASK 06

   Monitor suppliers to ensure that they efficiently and effectively provide needed goods or services within budgetary limits.

   AI DOES

   Pulls supplier data, tracks spending trends, and flags delays or budget overruns automatically

   YOU DO

   Negotiate tough conversations and build lasting supplier relationships

7. TASK 07

   Plan store layouts or design displays.

   AI DOES

   Generates layout options, suggests product placement based on sales data, and drafts visual display concepts

   YOU DO

   Walk the floor, trust your gut on customer flow, and make the final call on brand look and feel

8. TASK 08

   Direct administrative activities directly related to making products or providing services.

   AI DOES

   Drafts schedules, summarizes reports, flags bottlenecks, and automates routine communications

   YOU DO

   Read the room, resolve conflicts, and make judgment calls with real people and real stakes

9. TASK 09

   Plan or direct activities, such as sales promotions, that require coordination with other department managers.

   AI DOES

   Drafts promotion plans, creates timelines, and suggests coordination checklists

   YOU DO

   Build trust across departments and make real-time calls when people or priorities shift

10. TASK 10

    Establish or implement departmental policies, goals, objectives, or procedures in conjunction with board members, organization officials, or staff members.

    AI DOES

    Drafts policy templates, summarizes best practices, and flags gaps in existing procedures

    YOU DO

    Negotiate agreement across stakeholders and lead the change through the organization

11. TASK 11

    Direct and coordinate activities of businesses or departments concerned with the production, pricing, sales, or distribution of products.

    AI DOES

    Summarizes reports, flags performance gaps, and drafts plans or schedules

    YOU DO

    Build trust with your team and make the tough calls that data alone can't answer

12. TASK 12

    Perform personnel functions, such as selection, training, or evaluation.

    AI DOES

    Screens resumes, drafts interview questions, and summarizes performance data

    YOU DO

    Trust your gut on culture fit and have the hard conversations yourself

13. TASK 13

    Direct non-merchandising departments of businesses, such as advertising or purchasing.

    AI DOES

    Drafts reports, summarizes data, suggests budget options, and answers process questions

    YOU DO

    Build team trust, set priorities, and make the final decisions that affect people

14. TASK 14

    Implement or oversee environmental management or sustainability programs addressing issues such as recycling, conservation, or waste management.

    AI DOES

    Drafts sustainability reports, benchmarks best practices, analyzes waste and energy data, and suggests program improvements

    YOU DO

    Build relationships, make budget calls, and adapt plans to your specific site and team culture

15. TASK 15

    Recommend locations for new facilities, or oversee the remodeling or renovating of current facilities.

    AI DOES

    Gathers and summarizes site data, cost comparisons, demographic trends, and competitor maps to speed up research

    YOU DO

    Weigh community factors, negotiate deals, and own the final recommendation

16. TASK 16SOURCE-BACKED TASK

    Review financial statements, sales or activity reports, or other performance data to measure productivity or goal achievement or to identify areas needing cost reduction or program improvement.

    AI DOES

    Analyzes trends and flags variances from targets

    YOU DO

    Interpret what the patterns mean for strategy

    About this analysis +

    44% · Methodology: exposure-v1 · Analysis date: unavailable · Confidence: medium