Product · How it works

How a need becomes completed work.

Task4Task is built around one idea: the task carries everything needed to get it done, from someone’s first sentence to both sides’ reviews. This page explains that system before you try it.

  1. 01NeedSomeone needs something done.
  2. 02TaskThe need becomes a clear, structured task.
  3. 03PeoplePeople who can do it find it and propose.
  4. 04AgreementBoth sides agree: a price, or a skill in exchange.
  5. 05WorkThe work is done, remotely or in person.
  6. 06CompletionIt is checked, completed and reviewed.

01 Why it exists

Getting something done involves far more than finding someone.

The need, the skills and the people usually exist. What’s missing is a way to connect them, and to carry the work through.

  1. 01

    Needs are everywhere, and hard to put into words

    People constantly need things done: around the home, for a small business, for study, for work. Describing a need clearly enough for a stranger to act on is harder than it sounds.

  2. 02

    Skills go unseen

    People with the skills, time or availability to help often can’t find the work that fits them, or can’t be found by the people who need them.

  3. 03

    Money and skill exchange live apart

    Paying for work and trading one skill for another are usually arranged in completely different ways, even when the work itself is the same.

  4. 04

    Remote and physical work need different coordination

    Work done from anywhere needs files, submission and revision. Work done at a place needs travel, arrival and someone at the door.

  5. 05

    Urgent work needs someone free right now

    When something can’t wait, the best match is often whoever is nearby and available now, which is information most people simply don’t have.

  6. 06

    Finding someone is only the beginning

    After finding someone comes the agreement, the work itself, evidence that it was done, revisions, and a clear point where it is complete.

  7. 07

    Trust is harder between strangers

    Letting an unfamiliar person into your home, or going to theirs, or doing work before you are paid, all need trust that a casual arrangement doesn’t provide.

The work is rarely the hard part. The hard part is everything around it: describing it, finding someone, agreeing, coordinating, and knowing it is done.

The world around the problem

Market evidence, with sources.

External research only. Each figure says who measured it, when, and exactly what was measured. None of it describes Task4Task.

Market research · external · not Task4Task data

2.9%

of employed people in Pakistan do digital platform (gig) work as their main job.

Published
2025
Scope
Pakistan · national survey
What was measured
Share of employment in digital platform work, main job, on the 19th ICLS definition of employment. It is the first Labour Force Survey to ask about digital platform employment. In second jobs the share is 10.6%.

Why it matters here Platform-arranged work is already a measured part of Pakistan’s labour market, and much of it is local and physical rather than online.

Market research · external · not Task4Task data

154–435M

people do online gig work worldwide: 4.4% to 12% of the global labour force.

Published
September 2023
Scope
Global
What was measured
Online (remotely delivered) gig work only. The range depends on whether registered or active workers are counted, and how much time they spend on it.

Why it matters here Work arranged task by task, through platforms, is a large and growing way people earn, especially in developing countries.

Market research · external · not Task4Task data

5×

growth in the number of digital labour platforms worldwide between 2010 and 2020, to at least 777 active platforms.

Published
February 2021
Scope
Global
What was measured
A count of active online web-based and location-based platforms (such as taxi and delivery), not of workers or earnings.

Why it matters here Work is spread across many separate platforms, each organised around one kind of work.

Market research · external · not Task4Task data

$90M → $501M

reported losses to job and employment-agency scams in the United States, 2020 to 2024. Reports tripled.

Published
March 2025
Scope
United States · consumer reports
What was measured
Losses people reported to the US Federal Trade Commission’s Consumer Sentinel Network. Self-reported, United States only.

Why it matters here When work is arranged between people who don’t know each other, trust is a real cost, not a detail.

Market research · external · not Task4Task data

What digital platform workers in Pakistan do

Share of platform workers, by type of activity (%)

  1. Teaching17.8
  2. Taxi services16.8
  3. Selling goods16.8
  4. Freelancing14.3
  5. Delivery services12.2
  6. YouTube, TikTok, vlogging5.6
  7. Any other5.0
  8. On-location services4.7
  9. Medical or health care4.2
  10. Renting services2.8

Taxi, delivery and on-location services alone are 33.7% (our sum of the published shares): much of this work happens at a place, not on a screen.

Pakistan Bureau of Statistics · Labour Force Survey 2024–25 · Table 7.3 · share of digital platform workers by type of activity

These figures describe the market, not Task4Task. Task4Task’s own numbers are published on the Network, and there are none yet.

02 What a task is

A task is a need with its context attached.

Eight kinds of information turn a sentence into something a stranger can act on.

A need, in someone’s words

“Need my sofa moved to the new flat on Saturday. It’s heavy, second floor, no lift. Can pay.”

“Task DNA” is this site’s way of explaining what a task holds. It is not a product feature name. Choose a part to see where it comes from; parts with no words highlighted are added while the task is formed.

03 From need to completion

Finding someone is only one part of getting something done.

Ten phases, and who acts in each. Finding someone covers two; the rest is what makes the work actually happen.

02 · Asking

Formation

AI turns the request into a structured task and asks about what’s missing. The person reviews and edits it, AI reviews the content, and the person decides whether to publish.

Who acts

AI assists · a person decides

In the product

  • AI extraction
  • Missing information as questions
  • Seven-step wizard, with autosave
  • Content review before publishing
Specified
  1. Need: Someone needs something done, and says so in their own words.
  2. Formation: AI turns the request into a structured task and asks about what’s missing. The person reviews and edits it, AI reviews the content, and the person decides whether to publish.
  3. Discovery: The task reaches people whose skills fit. Workers choose which tasks to propose on.
  4. Proposals: Workers propose a price or an exchange. The hirer compares them and can chat before hiring.
  5. Agreement: The hirer accepts one proposal. Its terms become a contract both sides can see; the other proposals still under consideration are rejected.
  6. Execution: The work happens, guided step by step. For physical work: directions, live location during the journey, and arrival confirmed by the hirer.
  7. Submission: The worker hands the work over, with photos, videos, files or voice notes, to be checked against the contract.
  8. Review: The hirer approves the work, or requests changes against what was agreed. The worker resubmits.
  9. Completion: The job is complete. If the two sides can’t agree, it can go to a dispute instead.
  10. Reputation: Each side reviews the other. Hiring reputation and working reputation are kept separately, and carry into the next task.

The states the product tracks

One spine, two branches.

Underneath the phases, each task has a state both sides see. Every task follows the same spine; physical tasks add travel, remote tasks add submission, and revision when it is needed.

  1. 01 Draft

    A request in someone’s own words, by voice or text, shaped into a task with AI help. The person reviews it, AI reviews the content, and only then is it published.

  2. 02 Open

    Published. The task appears in Getting Work for people whose skills, area and availability fit.

  3. 03 Proposals

    People who can do it propose: a price or an exchange, when they can do it, and why them. The hirer can chat with them before hiring.

  4. 04 Contracted

    The hirer accepts one proposal. Its terms become a contract both sides can see.

  5. 05 Traveling

    Directions open in Google Maps. Task4Task shares the worker’s live location with the hirer during the journey, and the hirer confirms arrival.

  6. 06 In progress

    The work is under way, with both sides in contact through messaging.

  7. 07 Submitted

    The worker hands the work over for the hirer to check against the contract.

  8. 08 Revisionwhen needed

    The hirer sends a change request against what was agreed. The worker resubmits.

  9. 09 Completed

    The hirer approves the work and the job is complete.

  10. 10 Reviewed

    After the job, each side reviews the other. Hiring and working reputation are kept separately.

04 The task as the unit of work

What changes when the task becomes the unit of work?

Context carries forward. Each step reads what the task already knows, and adds to it.

A familiar mental model

  1. Person
  2. Search
  3. Opportunity
  4. Chat
  5. Work

A familiar way to get something done starts with people: search for someone, find an opening, then work out the details in conversation. What was agreed, and whether it was done, lives in a chat thread and in two people’s memories.

The Task4Task model

  1. Needadds Someone’s own words
  2. Taskreads The wordsadds WhatSkillsWhereWhenValuePeopleExtras
  3. Peoplereads Skills · Where · Whenadds ProposalsConversations
  4. Agreementreads Value · The chosen proposaladds Contract terms
  5. Executionreads Where · Contractadds Travel and arrivalMessagesSubmitted work
  6. Completionreads Contract · Submitted workadds ApprovalReviewsReputation

In Task4Task the task itself is the thing everyone works on. It starts as a need and keeps its context, from what and where to what was agreed, through every step. Each step reads what came before and adds to it, so nothing has to be re-explained, and both sides look at the same record.

What makes it work

  • AI-powered task formationPeople describe what they need naturally, instead of starting with a complex form.See it →
  • Paid + barterA task can exchange money, or another useful skill or service.See it →
  • Physical-world executionThe workflow continues beyond the screen when the work happens in the real world.See it →
  • Guided contractsAcceptance is not the end of the workflow. The task becomes an execution process.See it →
  • Available NowPeople can signal that they are available for relevant work right now.See it →
  • Two-sided reputationHiring reputation and working reputation are kept separately.See it →
  • Revisions and disputesWork is reviewed, changes can be requested, and disputes can be raised with evidence.See it →
  • AI-supported matchingThe system supports recommendations based on worker skills.See it →

05 Where AI helps

AI assists. People decide.

AI helps people form and understand work. People decide what happens next.

Someone says“I need someone to move a sofa this Saturday.”

What
Move a sofa
From your words
Skills
Moving · lifting
Inferred
When
Saturday
From your words
Where
Physical · address not given
Not stated
People
How many workers? Sofas often need two
Assumed, please confirm
Value
Paid or exchange? Not stated
Not stated

The person reviews it, answers the questions, edits anything, and decides whether to publish.

Illustration How a request is structured. Not output from the live product.

What AI does

  • Understands a request by voice or text, in English, Urdu or Roman Urdu
  • Extracts it into task fields: title, description, category, skills, budget, location, schedule, duration, worker count
  • Marks what is uncertain or missing, and asks about it
  • Reviews the task’s content before it is published
  • Supports recommendations and matching based on worker skills

What AI does not do, on its own

  • Publish a task
  • Hire anyone
  • Accept or reject a proposal
  • Negotiate
  • Execute a contract

The person remains responsible for every decision that commits them.

Stage by stage

Stage AI assistsPeople decide
RequestUnderstands natural language, in English, Urdu or Roman UrduSay what they need, by voice or text
StructureExtracts the task’s details; flags uncertainty and missing informationDecide what the task actually means, and edit the result
PublishReviews the task’s content before publishingDecide whether to publish
DiscoverySupports recommendations based on worker skillsWorkers choose which tasks to propose on
ProposalsNot involvedHirers consider proposals, talk to people, and decide who to hire
DecisionNot involvedHirers accept or reject proposals
ExecutionNot involvedBoth sides decide what happens as the work is done
ReviewNot involvedHirers decide whether the work is acceptable, or changes are needed

06 Trust along the way

Getting something done requires more than discovery.

Nine layers along the task. Each is labelled with its status, and with what it does not guarantee.

  1. 01IdentityIdentity verification, with a verified mark wherever the person appears.SpecifiedA signal, not a guarantee of safe or good work.
  2. 02ProfileWho the person is on the marketplace, as a hirer and as a worker.Specified
  3. 03SkillsWhat a worker can do. Recommendations and matching are based on it.Specified
  4. 04ReputationBuilt from reviews after real jobs. Hiring and working reputation are kept separately.Specified
  5. 05ProposalWhat the worker offers, when, and why them, with chat before anyone is hired.Specified
  6. 06AgreementAn accepted proposal becomes a contract both sides can see.Specified
  7. 07EvidenceSubmitted work with photos, videos, files or voice notes, the message history, and arrival confirmed for physical work.Specified
  8. 08ReviewThe hirer approves the work or requests changes; afterwards both sides review each other.Specified
  9. 09Dispute handlingWhen the two sides can’t agree, a job can go to a dispute.SpecifiedResearchHow disputes are settled fairly, especially for skill exchange, is an open research question (RQ-07).

These layers reduce uncertainty; none of them guarantees an outcome. Task4Task doesn’t claim that verification, reviews or disputes make every arrangement safe, and claims no security or privacy certification.

Trust & safety in full