• Framework
  • Operations
  • 5 min read

A Delegation Framework for AI Employees

Delegation is not handing over and hoping. It is remit, gate, ladder, and review, the same as for a person, with better records.

Author
ftes.ai Editorial
ftes.ai Team

The short answer

Delegating to an AI employee follows a four-part framework: write the remit, meaning what it owns, escalates, and never does; set the gate, so every action starts behind a named approver; climb the ladder, granting autonomy per class from the approval record; and review on a cadence using the FTE's own honest monthly report.

Put a Digital FTE on thisEvery role proposes with evidence and reports to you.

Key takeaways

  • Remit: what it owns, what it escalates, what it never does, written down.
  • Gate: every action approved by a named person until earned otherwise.
  • Ladder: autonomy per class, from the approval record, reversible.
  • Review: a cadence, with the FTE's first-person report and the send-back reasons.
  • The framework is the same one good managers use for people.

Why does delegation to AI need a framework?

Delegation to an AI employee needs a framework because the failure modes are the same as for any delegation: unclear scope, no checkpoint, too much trust too soon, and no review. Managers who delegate well to people already have the instincts; the framework makes them explicit for a worker that never pushes back and never asks for clarification unless designed to.

On ftes.ai the four parts map to mechanisms: the remit in Setup and Targets, the approval gate in Approvals, the autonomy ladder in Setup, and the review in Performance. The framework is what a manager does with them.

How do you write the remit?

Write the remit in three lists. What the Digital FTE owns: the function, the properties, the tools, the outputs it is accountable for, which become its Targets. What it escalates: the categories that always reach a person, regardless of confidence, and the triggers such as no source found. What it never does: the actions that are permanently gated, such as anything affecting a person's outcome.

Keep it short and specific. A remit that says handle support is not a remit; one that says resolve billing-question and how-to tickets from the knowledge base with a cited source, escalate refunds, account access, complaints, and distress, never issue credits, is.

How do you set the gate?

Set the gate by starting at Level 0 on the autonomy ladder, where every action is a proposal that waits for a named approver. Then decide who approves what: the function's manager for most actions, a specialist for specific categories such as a clinician for clinical content or the finance lead for adjustments.

Approve, edit, or send back with a reason. The reason is the important part, because send-back reasons are the data the remit is refined from and the ladder is climbed on.

  • Start at Level 0: everything gated
  • Name the approver per category
  • Always give a reason on send-back
  • Review send-back reasons weekly in the first month

How do you climb the ladder?

Climb the ladder one class of action at a time, from evidence. When a class such as exact-match reconciliations or interview scheduling shows a long run of approvals with no edits, promote that class to auto-approve. Leave every other class gated. If a promoted class produces a send-back, step it back and look at why.

Never promote a class on the always-escalate list, and never promote blanket. The ladder is per class precisely so that trust is granted where it has been earned and nowhere else.

LEVEL 0Proposes only
every action waits for a named approver
LEVEL 1Tight bounds
one class auto-approved within small limits
LEVEL 2Broader bounds
same class, wider limits, still logged
LEVEL 3Delegated class
runs unattended; every action in the trail
PROMOTED PER CLASS · FROM A CLEAN APPROVAL RECORDSTEPPED BACK IN ONE LOGGED CHANGE
Figure 1Climbing the ladder is the third act of delegation: promote one class from a clean record, leave the rest gated, and step back on the first send-back.

How do you review?

Review on a cadence: weekly in the first month, then monthly. The Digital FTE writes a first-person monthly report in its Performance tab stating what it delivered against Targets, what it missed, what is unmeasured, and what it recommends. Read it alongside the send-back reasons, usage per role, and the approval rate.

Decide three things at each review: does the remit need changing, does any class deserve promotion or need stepping back, and are the targets right. Record the decisions. That record, over a year, is the history of how the delegation matured, and it is what a new manager inherits.

What does the framework look like in the first week?

In the first week the framework is four short acts. The remit is written in the first-run wizard, which pre-fills what the platform already knows and asks only for what is new to the role: the three lists of what it owns, escalates, and never does, and the targets it will be held to, proposed by the Digital FTE and approved by the manager. The gate is set by default, because every class of action starts at Level 0, and the manager names who approves which category so that routine items reach the team member closest to the work.

The ladder is not climbed in week one; the manager reads the morning brief daily, approves or sends back with reasons, and lets the record build. The review is scheduled: the send-back reasons weekly for the first month, the full review monthly from the FTE's own report. A manager who completes the four acts in week one has delegated properly, and the rest of the framework is the habit of reading what the FTE reports and deciding from it, which the workspace is built to make short.

Frequently asked questions

How do you delegate to an AI employee?

Write the remit, set the gate at Level 0 with named approvers, climb the autonomy ladder per class from the approval record, and review on a cadence using the FTE's own report.

What goes in the remit?

Three lists: what it owns, what it escalates, and what it never does. Short and specific.

When should I grant autonomy?

Per class of action, when the approval record shows a long run of unchanged approvals for that class. Never blanket, never for the always-escalate list.

How often should I review?

Weekly in the first month, then monthly, reading the FTE's report with send-back reasons, usage, and approval rate.

Is this different from delegating to a person?

Not in structure. It is the same remit, checkpoint, earned trust, and review, with better records.

  • Operations
  • Delegation
  • Management
  • Autonomy ladder
  • Digital FTE
Further reading

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