Occupations

What will AGI do for Tutors?

AI-deliverabilitydigital

The occupation's toolset is overwhelmingly digital, with 29 of 30 tools falling in IT/software (Segment 43, prior 0.85) such as Zoom and educational platforms. Work activities are entirely cognitive and communicative, led by 'Training and Teaching Others' (4.71) and 'Interpreting the Meaning of Information' (4.10). The work context is highly sedentary ('Spend Time Sitting' at 4.86) and indoors, placing this firmly in the digital band, though high scores in 'Face-to-Face Discussions' and 'Physical Proximity' keep it from the absolute maximum due to its human-centric knowledge transfer.

Generating practice questions, grading multiple-choice assessments, and structuring study schedules happen through digital interfaces. Reading student emotional cues, adjusting teaching methods to address specific misunderstandings, and building motivational trust require direct human engagement.

The opportunity

What AGI will do for Tutors

  • Student Sourcing Agent

    Autonomous Agents as digital employees

    Solves: Student Lead Acquisition · Buyer: Independent Tutor

    Agents.do
  • Automated Progress Reporting

    Services-as-Software

    Solves: Learning Outcome Validation · Buyer: Director of Education

    Services.do
  • SMS Scheduling Agent

    Autonomous Agents as digital employees

    Solves: Session Scheduling Friction · Buyer: Tutoring Agency Owner

    Agents.do
  • Headless Session Billing

    Headless SaaS for Agents

    Solves: Session Payment Disputes · Buyer: VP of Operations

    SaaS.studio
  • Curriculum Alignment Automation

    Headless SaaS for Agents

    Solves: Curriculum Alignment Tracking · Buyer: Tutoring Center Director

    SaaS.studio

The friction today

Where the work breaks down

  • Student Lead Acquisitiondemand-gen
  • Learning Outcome Validationretention
  • Subject Expert Recruitingtalent
  • Session Scheduling Frictionops
  • Child Safety Clearancecompliance
  • Session Payment Disputescapital
  • Curriculum Alignment Trackingops

The work itself

Grounded Work Profile

Tools

  • ZoomoccupationProfile
  • Google ClassroomoccupationProfile
  • WyzantoccupationProfile
  • Canvas LMSoccupationProfile

Outputs

  • Tutors produce individualized study plans, supplemental learning materials, and detailed progress reports. They deliver academic instruction and targeted feedback that resolves student knowledge gaps.occupationProfile

Value flow

How Tutors connects

associated interest

  • Artisticstandard
  • Conventionalstandard
  • Enterprisingstandard
  • Investigativestandard
  • Realisticstandard
  • Socialstandard

employs

  • Colleges and universitiesmodel
  • Private tutoring agenciesmodel
  • Self-employed independent practicesmodel
  • Test preparation centersmodel

engages in

  • Analyzing Data or Informationstandard
  • Assisting and Caring for Othersstandard
  • Coaching and Developing Othersstandard
  • Communicating with People Outside the Organizationstandard
  • Communicating with Supervisors, Peers, or Subordinatesstandard
  • Controlling Machines and Processesstandard
  • Coordinating the Work and Activities of Othersstandard
  • Developing Objectives and Strategiesstandard
  • Developing and Building Teamsstandard
  • Documenting%2FRecording Informationstandard
  • Drafting, Laying Out, and Specifying Technical Devices, Parts, and Equipmentstandard
  • Establishing and Maintaining Interpersonal Relationshipsstandard
  • Estimating the Quantifiable Characteristics of Products, Events, or Informationstandard
  • Evaluating Information to Determine Compliance with Standardsstandard
  • Getting Informationstandard
  • Guiding, Directing, and Motivating Subordinatesstandard
  • Handling and Moving Objectsstandard
  • Identifying Objects, Actions, and Eventsstandard
  • Inspecting Equipment, Structures, or Materialsstandard
  • Interpreting the Meaning of Information for Othersstandard
  • Judging the Qualities of Objects, Services, or Peoplestandard
  • Making Decisions and Solving Problemsstandard
  • Monitoring Processes, Materials, or Surroundingsstandard
  • Monitoring and Controlling Resourcesstandard
  • Operating Vehicles, Mechanized Devices, or Equipmentstandard
  • Organizing, Planning, and Prioritizing Workstandard
  • Performing Administrative Activitiesstandard
  • Performing General Physical Activitiesstandard
  • Performing for or Working Directly with the Publicstandard
  • Processing Informationstandard
  • Providing Consultation and Advice to Othersstandard
  • Repairing and Maintaining Electronic Equipmentstandard
  • Repairing and Maintaining Mechanical Equipmentstandard
  • Resolving Conflicts and Negotiating with Othersstandard
  • Scheduling Work and Activitiesstandard
  • Selling or Influencing Othersstandard
  • Staffing Organizational Unitsstandard
  • Thinking Creativelystandard
  • Training and Teaching Othersstandard
  • Updating and Using Relevant Knowledgestandard
  • Working with Computersstandard

experiences

  • Conflict Situationsstandard
  • Consequence of Errorstandard
  • Contact With Othersstandard
  • Coordinate or Lead Others in Accomplishing Work Activitiesstandard
  • Deal With External Customers or the Public in Generalstandard
  • Dealing With Unpleasant, Angry, or Discourteous Peoplestandard
  • Dealing with Violent or Physically Aggressive Peoplestandard
  • Degree of Automationstandard
  • Determine Tasks, Priorities and Goalsstandard

How AGI delivers it

Four ways AGI delivers

  • Autonomous Agents as digital employees

    Hire a digital employee that does the job under earned, supervised autonomy.

    Agents.do
  • Services-as-Software

    Get the professional outcome delivered as software, priced on results, not headcount.

    Services.do