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Task Planning · The fourteen sub-columns

What each sub-column does

Fourteen sub-columns, each answering a different failure of ordinary work
This page is the presentation; the working interfaces are in the workspace

AIAgentEco · Task PlanningWhat it is · What it solves · Who uses it · How it divides the work · Where to use it
  1. 1Task console

    Workspace function
    —
    Where a human turns intent into an order an agent can act on.
    —
    Tasks that die in chat: no goal, no boundary, no acceptance test.
    —
    Anyone who owns an outcome and has to hand it to AI.
    —
    It writes the order; the decomposition engine then breaks it down, the market supplies what it needs.
    Where
    Workspace function (log in)
    Task console
  2. 2Task market

    Workspace function
    —
    A library of ready-made tasks, order templates and agents.
    —
    Starting from a blank page every time, and re-inventing what already worked.
    —
    People who want a proven starting point rather than an empty form.
    —
    It supplies; the console writes; the engine decomposes.
    Where
    Workspace function (log in)
    Task market
  3. 3Decomposition engine

    Workspace function
    —
    One click turns a goal into a step tree with dependencies.
    —
    Big goals that never start because nobody knows the first step.
    —
    Anyone facing a task larger than one sitting.
    —
    It splits; orchestration assigns agents to each step; monitoring watches them.
    Where
    Workspace function (log in)
    Decomposition engine
  4. 4Agent orchestration

    In build
    —
    Assigns research, copy, sales, finance, operations and legal agents to steps.
    —
    One generalist agent doing everything badly instead of a team doing it well.
    —
    Tasks with several different kinds of work inside them.
    —
    It staffs the steps the engine produced, inside the authority the human granted.
    Where
    Workspace function (in build)
    Agent orchestration
  5. 5Execution monitoring

    In build
    —
    Progress, cost, quality and risk, tracked per step in real time.
    —
    Work that quietly drifts: over budget, late, or below standard, with nobody noticing.
    —
    Humans who must stay accountable while AI does the doing.
    —
    It watches; acceptance judges; the dashboard aggregates.
    Where
    Workspace function (in build)
    Execution monitoring
  6. 6Result acceptance

    In build
    —
    Judges the result against the written standard, or sends it back to iterate.
    —
    Accepting work because it looks finished, not because it passes.
    —
    Anyone who has ever regretted waving something through.
    —
    It closes the loop the console opened, and feeds the next order.
    Where
    Workspace function (in build)
    Result acceptance
  7. 7Asset centre

    In build
    —
    Turns finished work into assets: data, customers, brand, IP, process.
    —
    Effort that evaporates: the same work, again and again, leaving nothing behind.
    —
    Anyone building something that should outlive the task.
    —
    Every closed task must leave at least one asset entry — that is the rule.
    Where
    Workspace function (in build)
    Asset centre
  8. 8Revenue tasks

    In build
    —
    Marketing, sales, closing and repeat purchase: tasks that point at income.
    —
    Busy work that never touches the bank account.
    —
    Owners who need the next euro, not the next report.
    —
    The console forbids a task without a value kind: earn, save or appreciate.
    Where
    Workspace function (in build)
    Revenue tasks
  9. 9Company stewardship

    In build
    —
    AI runs the operating company while the human keeps strategy, finance, law and dividends.
    —
    A business that stops when the founder stops.
    —
    Owners who want the machine to run without them in every seat.
    —
    It is the long horizon of the console, monitoring, acceptance and assets together.
    Where
    Workspace function (in build)
    Company stewardship
  10. 10Long-horizon planning

    In build
    —
    Annual, three-year and ten-year goals on one timeline.
    —
    A company that only ever does this week.
    —
    People who intend to still be here in ten years.
    —
    It sets the destination that the console turns into this week's orders.
    Where
    Workspace function (in build)
    Long-horizon planning
  11. 11Adaptive tasks

    In build
    —
    Feedback, learning and automatic adjustment while the task runs.
    —
    A plan that keeps being executed after reality has changed.
    —
    Long-running work in a moving market.
    —
    It rewrites what the engine decomposed, when the evidence says so.
    Where
    Workspace function (in build)
    Adaptive tasks
  12. 12Task command academy

    Article
    —
    Teaches the craft of issuing tasks and the art of command.
    —
    Tools everyone has and nobody knows how to drive.
    —
    Anyone moving from doing the work to commanding it.
    —
    It explains what every other sub-column assumes you already know.
    Where
    Article on this site
    Task command academy
  13. 13Risk and compliance

    In build
    —
    Legal, financial, data and ethical boundaries — with final human control.
    —
    Speed that creates liabilities faster than it creates value.
    —
    Anyone who cannot afford one bad irreversible action.
    —
    It holds the veto that orchestration and monitoring must obey.
    Where
    Workspace function (in build)
    Risk and compliance
  14. 14Reporting dashboard

    In build
    —
    Profit, assets, tasks and risk on one screen.
    —
    Not knowing whether any of it is working.
    —
    Anyone who has to decide, not just operate.
    —
    It reads everything the other thirteen produce, and hides nothing.
    Where
    Workspace function (in build)
    Reporting dashboard