For HR & L&D leads

Onboard humans and their AI counterparts together

A pair is provisioned, trained, certified, promoted, and retired as one unit. HUMAIPAIR gives your HR, L&D, and AI-ops teams a single lifecycle with clear ownership, artifacts, and KPIs at every stage.

See the lifecycle Autonomy ladder

The pair lifecycle, end to end

Nine stages from role design through retirement. Mode promotions compress or expand the middle.

Horizontal timeline of pair lifecycle from role defined to retirement 1 Role defined HR + ops 2 Blueprint published org_admin 3 Employee hired HR 4 AI counterpart provisioned ai_ops 5 Pair formed (Shadow) supervisor 6 Certification L&D + ai_ops 7 Mode promotions supervisor 8 Active pair daily ops 9 Recert / retire quarterly regressions loop back to Shadow any time
Figure 1. Nine stages, one pair. Color darkens as mode intensity increases.

Who owns each stage

Clear role ownership, the artifact produced, and the KPI that moves the pair forward.

1

Role defined

OwnerHR leadOps lead
ArtifactRole charter: purpose, scope, tasks, risk class.
KPIRole clarity score; approval by department head.
2

Blueprint published

Ownerorg_admincompliance
ArtifactVersioned role blueprint: policy envelope, KPIs, knowledge pack, certification plan.
KPIBlueprint completeness; envelope signed.
3

Employee hired

OwnerHRrecruiter
ArtifactEmployee profile; competency baseline; assigned role.
KPITime-to-hire; baseline assessment score.
4

AI counterpart provisioned

Ownerai_ops
ArtifactCounterpart instance bound to blueprint; model, tools, knowledge pack attached.
KPISmoke-test pass rate; eval-set score.
5

Pair formed (Shadow)

Ownersupervisor
ArtifactPair record; shared queue; telemetry wiring; first-day kickoff.
KPIShadow coverage %; observation volume.
6

Certification

OwnerL&Dai_ops
ArtifactHuman competency certificate; AI capability attestation; signed promotion packet.
KPIRubric score; agreement rate; eval pass rate.
7

Mode promotions

Ownersupervisorai_ops
ArtifactPromotion packet for each rung (Shadow→Advisor→Copilot→ControlledAction→Autonomy).
KPIOverride rate, approval rate, incident rate per gate.
8

Active pair

Owneroperatorsupervisor
ArtifactDaily throughput, quality sampling, cost reports, exception queue.
KPITasks per week, quality rubric, cost per task.
9

Recertification / retirement

Ownerai_opsorg_admin
ArtifactQuarterly recert record, drift report, retirement checklist (archive logs, revoke creds).
KPIDrift score, recert pass rate, orderly retirement SLA.

Ready to define your first blueprint?

We start with one role, map the blueprint in a workshop, and you walk out with a ready-to-provision pair.

Define your first role blueprint