Agent platform · organization model

A company of humans and agents, from board to worker

Every box is a seat that a human or an agent can fill. Each leader gets a share of capacity from above and splits it among the seats below. Leaders can hire agents onto probation, bench the ones that underperform, and rehire them later. Every agent seat has a human overseer who can see it, pause it and undo its work.

40%25% 25%10% 60%40% 100% 70%30% Control room · Overseers Watch, pause or roll back any seat Board · Humans Mission, total budget, hard limits CEO Strategy · splits capacity CTOEngineering CMOMarketing COOOperations ReserveUnassigned capacity Platform LeadRuns a crew Product LeadRuns a crew Content LeadRuns a crew Support LeadRuns a crew Ops LeadRuns a crew BenchFired, can be rehired STAFF FUNCTIONS HR AgentHires, reviews, benches Finance AgentBudgets and spend caps Audit & LedgerRecords every decision Policy GuardBlocks moves over limits PLATFORM · EVERY LEVEL RUNS ON THIS
Humans Executive agents Crew leads Worker agents Staff functions Reserve and bench 40%share of the parent's capacity HUMANAGENT · L3who fills the seat, and an agent's autonomy level
Seats and oversight

Every box is a seat that a human or an agent can fill

A seat holds the authority, the budget share and the reports. Who fills it is one field, so handing a seat to an agent or taking it back changes nothing else. Agent seats carry an autonomy level that rises as the scorecard earns it, and every agent seat has a named human overseer with a backup.

L1 · Manual

A human fills the seat and makes every decision. Agents only do assigned tasks.

L2 · Suggest

The agent proposes hires, benches and rehires. The overseer approves each one.

L3 · Act and report

The agent acts within its limits. The overseer reviews afterwards and can undo.

L4 · Autonomous

The agent acts within its limits. Only exceptions reach a human.

What an overseer can always do

SeeLive status, spend, scorecard and recent decisions
PauseStop one agent, a crew, a division or everything
Roll backUndo any applied change from its stored before-state
OverrideChange any decision; it counts against the agent's score
Take backMove a seat from an agent to a human at once
AuditSearch the ledger for who decided what, and who approved it
How the percentages work

Capacity flows down, one split at a time

Capacity is the money, tokens and concurrent job slots a unit may use. Each leader gets a share of its parent's capacity and splits it among its reports. Whatever a leader doesn't assign stays in its reserve. Here is one monthly budget traced from the board to a single worker agent.

Board sets$10,000per month
→
CEO gives CTO 40%$4,000Engineering
→
CTO gives Platform 60%$2,400Platform crew
→
Lead gives Coder 40%$960one worker agent
Try it · crew lead console

Allocate, fire and rehire

This is the Platform Lead's seat. Drag a slider to change an agent's share; the total can't go past 100%. Benching frees a share, and rehired or new agents start on probation at 0%. Change the autonomy level to see who acts: at L1 a human runs the seat, at L2 the lead agent's hires, benches and rehires wait for the overseer, and at L3 and L4 it acts and reports. Budget splits apply right away at every level and go in the ledger.

Platform Lead

Allocated100%
Unallocated0%
Free budget$0

Bench

Hire from catalog

New hires start on probation in shadow mode: they work alongside the crew but nothing they do takes effect.

Ledger

    Control room

    Humans can see and stop everything

    Every agent seat has a named human overseer. The control room shows each seat's status, spend and alerts, with a pause button on every card. Pause everything is plain software, so stopping work never depends on an agent cooperating. Pausing the Platform Lead here also pauses the console above.

    Running8
    Paused0
    Alerts2
    Low risk

    Drafts, internal summaries

    Daily digest, and 2% of work sampled for human review.

    Medium risk

    Customer replies, code changes

    Alerts, 10% sampled, and every change ready to roll back.

    High risk

    Money, production, legal, people

    A human approves before anything takes effect.

    Lifecycle

    From hire to bench and back

    1. Catalog

      Agent definitions live in the registry. A lead picks one that its authority allows.

    2. Probation

      Shadow mode at 0% capacity. Its outputs are compared with the crew's, and nothing it does takes effect.

    3. Active

      Gets a real share of capacity and its work takes effect, within its permits and checklists.

    4. Review

      HR Agent scores it on a schedule: success rate, cost per job, checklist pass rate, human overrides.

    Promote

    More capacity or a bigger role

    Lead raises its share, or the executive makes it a crew lead.

    Retrain

    New prompt, skills or model

    A change set updates its definition, then it goes back to probation.

    Bench

    Fired, but kept

    Capacity drops to 0 and access is revoked. Its history stays, so it can be rehired.

    Retire

    Removed for good

    Needs a human's approval. The ledger keeps its record.

    Authority

    Who can do what

    LevelCapacityHire and fireApproves change setsEscalates to
    Board (humans)Sets the total budgetThe CEO seat, and every retirementAll, final say—
    Overseer (human)Watches spend in its areaCan take any seat back from an agentApproves moves at L2; can roll back any changeBoard
    CEOSplits across divisions, holds the reserveExecutives, with board approvalHigh riskBoard
    ExecutiveSplits across its crewsCrew leads; proposes retirementsMedium risk, own divisionCEO
    Crew leadSplits across its agentsHire to probation, bench, rehireLow risk, own crewExecutive
    Worker agentUses its own shareNoneProposes onlyCrew lead
    Staff functionsEnforce caps, don't allocateHR runs reviews and recommendsPolicy checks on every change setCEO and Board
    Configuration

    A seat is just config

    seat: platform-lead
    occupant: { type: agent, agent: lead-agent@v2 }
    autonomy: L2                # suggest; overseer approves
    overseer: { user: priya, backup: sam }
    reports_to: cto
    capacity:
      from_parent: 60%          # of the CTO's share
      allocations:
        coder: 40%
        tester: 35%
        reviewer: 25%
    authority:
      can_hire: [catalog:engineering/*]  # into probation only
      can_bench: true
      can_retire: false             # a human approves
      max_agents: 6
      approve_change_sets: { max_risk: low }
    review:
      every: 7d
      scorecard: [success_rate, cost_per_job,
                  checklist_pass, human_overrides]
      bench_if: { score_below: 60, reviews: 2 }
      probation: { mode: shadow, min_jobs: 20,
                   promote_if: "agreement >= 85%" }
    • Humans own the topThe board sets the total budget and hard limits. No agent can raise its own budget or one above it.
    • Authority only flows downA leader can hire, bench or reallocate only inside its own subtree and within its permits.
    • Firing is reversibleBenching takes away capacity and access but keeps the agent's definition and history. Only retirement is permanent.
    • Every move is a change setReallocations, hires and firings are proposed, policy-checked, approved at the right level and written to the ledger.
    • No unwatched agentsAn agent seat can't be activated without a named human overseer and a backup.
    • The off switch is plain softwarePausing never depends on an agent cooperating, and agents can't lower their own oversight.
    • Probation before powerNew and rehired agents prove themselves in shadow mode before they get real capacity.