VOLOVLOAutomation risk & transition, task by task
AskOccupationsMajorsBusinessFoundersChangesNotesMethod
Search occupations, majors…
EN
  • English
  • 简体中文
  • 日本語
  • Español
  • Português
  • Français
VLO
VOLO

Understanding how automation changes work — task by task, with the evidence shown and the uncertainty admitted.

AskOccupationsMajorsBusinessFoundersChangesNotesMethodAboutRole diagnosisPrivacyTerms
© 2026 VOLO
Occupations
All occupations
AI / software
Translator / InterpreterBank tellerCopywriterContent moderatorCustomer service representativeAdministrative assistantSoftware tester / QA engineerGraphic designerParalegalVideo editorAccountant / BookkeeperMarketing specialistFrontend developerData analystInsurance claims handlerTechnical writer / documentation engineerJunior software developerHR / recruiterLoan officer / credit officerFinancial analystProcurement / supply chain specialistJournalistSales / account managerReal estate agentIT support specialist / helpdeskAuditorManagement consultantBackend developerAI researcherProduct / UX designerBusiness systems ownerE-commerce operations specialistRadiologistData engineerLawyerMedical assistant / clinic assistantMachine learning engineerExperienced software engineerDevOps / platform / SRE engineerProduct managerPharmacistPartnerships / channel managerSecurity analyst (SOC)Compliance officerArchitectFirst-line manager / team supervisorCounsellor / therapistRetail salesperson / shop assistantSecurity guardSchool teacherGeneral practitioner / primary care doctorWaiter / restaurant serverAuto mechanic / vehicle technicianPhysiotherapist / rehabilitation therapistConstruction workerRegistered nurseCare worker / nursing assistantAI implementation lead
RPA / self-service
Government service clerkOperations coordinatorMetro train driverReceptionist / front desk
Robotics
Retail cashier / shop assistantContainer port workerWarehouse workerAssembly line workerMedical laboratory technicianChef / cookCleaner / janitorElectrician
Autonomous driving
Ride-hail / taxi driverTruck driverDelivery rider / courier
Majors
All majorsEnglish / Foreign languagesComputer scienceAccountingPsychologyJournalism / CommunicationFinanceLawVisual communication designMarketingNursingBusiness administrationEducation and teacher trainingArchitecturePublic administrationMedicineHospitality and tourism managementEconomicsInformation systems
Guides
Ask VOLOFor businessFor foundersRecent changesNotesRole diagnosisMethod & evidenceAboutFollow an occupationSearch
You are reading as:I have a jobI am studyingI run a companyI am building something
On this pageBuilding the deckFinding the question behind the questionBeing the outside voiceGetting three departments to move
Occupations›Management consultant›Tasks, one by one

Management consultant — tasks, one by one

The unit of analysis is the task, not the job title. Each one below carries its direction, whether the judgement rests on evidence or on platform inference, the reasoning, and what it does not establish.

Tasks
4
With evidence
2/4
Assessed
2026-09-14
Automating×1Still human-led×3

Every task on this page#

Building the deck

Automating✓ Evidence-backed

Research, benchmarking, market sizing, the analysis, and turning all of it into forty slides that make an argument.

AI / software
Why

This is the most exposed professional task on this site after documentation, for a reason that is structural rather than about quality: the inputs are public documents, the output is a known format, and the intermediate steps — summarise, compare, chart — are exactly what models do cheaply. Producing it was the junior pyramid's entire economic function.

What this does NOT mean

The deck was never the product; it was the evidence of effort that justified the fee. What is at risk is therefore the billing model rather than the advice — and the firms most exposed are the ones selling hours, because cheaper production converts directly into less revenue for the same work. Nothing here says the advice gets worse or better.

Finding the question behind the question

Still human-led≈ Platform inference

Working out that the client asking how to cut costs is really asking how to justify a decision they have already made, or how to move a person without saying so.

AI / software
Why

The input for this is what is not said in the room and who did not attend the meeting — information that exists only in a physical setting and is never written down. A model given the brief inherits the stated question, which is exactly the thing an experienced consultant's first week is spent refusing.

What this does NOT mean

This being human does not protect the pyramid beneath it. Firms are structured as a small number of people who do this task supported by many who build the deck, and removing the second does not create more of the first — it removes the route by which anyone learned to do it, which is a problem for the firm five years out rather than this quarter.

Being the outside voice

Still human-led≈ Platform inference

Saying the thing three people inside the company have been saying for a year, and having it land because it came from outside.

AI / software
Why

The mechanism here has never been analytical, which is why it is unaffected by cheaper analysis: an outside recommendation carries authority the same words do not carry internally, and it also carries blame if it fails. Both properties require an accountable party that can be dismissed, and a model cannot be fired.

What this does NOT mean

This is the most durable task in the occupation and the least defensible one to describe out loud, and it does not scale: it is worth a partner's fee for a few conversations, not a team's fees for six months. A firm whose durable value is this cannot be the size it is today.

Getting three departments to move

Still human-led✓ Evidence-backed

Running the workshops, chasing the owners, and holding a programme together across teams that do not report to each other or to you.

AI / software
Why

This is influence without authority performed in person over months, and it is the half of consulting that clients most often say they actually paid for. There is no artefact to generate — the work is a sequence of conversations whose purpose is to change what people do next week.

What this does NOT mean

Durable and unpriced at the same time: it is billed as days of a consultant's time, which is exactly the unit that gets cheaper to supply and easier for a client to question when the analysis it used to come bundled with is free. The task survives the technology and may not survive the pricing.

← Back to Management consultant