LensReading which lens this session carries.

Function cockpit

Human Resources

Agents run the employee lifecycle. Humans make employment decisions.

Autonomy0% / 78%

Phase: Phase 3 — Functional orchestration

Run hire-to-retire as one coordinated work graph: requisition administration, scheduling, onboarding, policy service and records are agent work; selection, compensation, performance and termination remain human.

Trust score

0

Touchless

0%

Human review

0%

Override rate

0%

Capacity released

25-40% released HR-service capacity, reinvested in planning and employee relations

Accountable human

Chief Human Resources Officer

CoS agent: HR Chief of Staff

The orchestrator and the desks reporting to it

Chief of staff org

One orchestrator, four desks, zero org-chart theater

The chief of staff agent holds the queue and the priorities. Underneath it sit four desks, each with a narrow mandate and an autonomy ceiling it cannot quietly raise on its own.

Accountable human

Chief Human Resources Officer

Signs for outcomes, holds the kill switches, answers to the board

Chief of staff agent

HR Chief of Staff

Manages the employee-lifecycle work graph, escalates sensitive cases and ensures that agents inform — but never make — material employment judgments.

A3Active418 tasks / 24h · 94% success

Origination desk

Finds the work before anyone files a ticket.

2

  • Workforce Planning Agent

    A2

    Models skills, demand, attrition and capacity scenarios against approved workforce plans.

    Active84% conf · 11% override

  • Talent Sourcing Agent

    A2

    Finds candidates within approved criteria and documents the search basis for every shortlist.

    In review82% conf · 15% override

Execution desk

Does the work inside its autonomy ceiling.

4

  • Candidate Operations Agent

    A3

    Validates candidate data, schedules interviews and keeps every party informed through the process.

    Active93% conf · 4% override

  • Onboarding Agent

    A3

    Coordinates HR, IT, Finance and Administration tasks so a new joiner is productive on day one.

    Active92% conf · 5% override

  • Policy Concierge

    A3

    Answers grounded employee questions with citation to the governing policy and jurisdiction.

    Active91% conf · 6% override

  • Skills Agent

    A2

    Infers and validates skill profiles from approved sources with employee visibility and correction rights.

    Learning80% conf · 19% override

Realization desk

Closes the loop and books the outcome.

2

  • Learning & Mobility Agent

    A3

    Recommends approved development paths and surfaces internal opportunities matched to validated skills.

    Active87% conf · 8% override

  • Offboarding Agent

    A3

    Coordinates records, access revocation, asset return and final-pay inputs across systems.

    Active94% conf · 3% override

Oversight desk

Watches the watchers and trips the brakes.

1

  • Fairness Monitor

    A4

    Tests process outcomes for disparity across cohorts and flags patterns for human investigation.

    Active93% conf · 5% override

How the hierarchy behaves under pressure

Conflict

Two desks want the same resource. The chief of staff arbitrates against the stated priority order and logs the trade-off.

Ceiling hit

An execution agent reaches its limit, stops, and packages the evidence for the named approver rather than guessing.

Drift

The oversight desk watches quality trend lines and can demote an agent a rung without waiting for a quarterly review.