Operator-directed · Human-gated · Bounded scope

Seven AI digital workers.
Every one human-controlled.

Each agent has a specific scope, a specific pipeline step, and a human review gate before triggering the next step. No agent operates outside its boundary.

AI-assisted tools. Not autonomous hiring agents.

Talent Intelligence

Before any sourcing run, Kempian surfaces your available talent pool depth. By vertical, skill cluster, and location. Know whether the market can supply what you need before committing to a hire timeline. Pool analytics, Aria readiness signals, and sourcing run history all visible in the dashboard.

Seven AI digital workers

Each agent has a defined scope, a specific pipeline step, and a human review gate before triggering the next stage.

Step 1

Morgan

Digital Delivery Manager

Captures demand at the source

Parses job orders from VMS, email, and portals. Creates structured demand records for Gate 1 review.

Step 2

Aria

Digital Sourcer

One sourcer, every channel you've connected

Sources across your connected systems, the Kempian Talent Hub, and configured external channels. Vertical-specific domain filtering applied before scoring.

Step 3🔒 Gate 2
87%

Max

Digital Matcher

Every score, named and reasoned

Calculates AI Confidence with named factor groups. Flags missing signals explicitly. Routes shortlist to Gate 2 review.

Step 4🔒 Gate 3

Nova

Digital Recruiter

Governed outreach. Gate 3 approval required.

Executes multi-step campaigns after Gate 3 recruiter sign-off. Classifies replies, routes positive responses.

Step 5

Quinn

Digital Evaluator

Structured evaluation

Conducts AI-assisted phone and SMS evaluations after positive Nova reply. Produces structured notes for recruiter review.

Step 6

Cal

Digital Scheduler

Scheduling, confirmed

Timezone-aware, calendar-integrated scheduling after Quinn evaluation passes. Does not confirm without operator review.

Step 7🔒 Gate 4

Rex

Digital Submission Manager

Submission under Gate 4

Formats and submits candidate packages at Gate 4. Zero submissions without final human approval and documented sign-off.

🔒

Human gates are architectural. Not configurable.

Gates 2, 3, and 4 require explicit operator confirmation before any pipeline stage progresses. This is enforced at the architecture level. It cannot be bypassed programmatically or toggled in settings.

Agent control panel

Each agent has its own workspace

Activity counts. Capability list. Required gates. Activation triggers. Every agent is observable, controllable, and bounded.

app.kempian.ai/ai-workforce

101

Actions today

4

Intelligences active

7

Human gates

0%

Override rate (30d)

Step 08 today

Morgan

Digital Delivery Manager

Step 123 today

Aria

Digital Sourcer

Step 212 today

Max

Digital Matcher

Step 347 today

Nova

Digital Recruiter

Step 46 today

Quinn

Digital Evaluator

Step 53 today

Cal

Digital Scheduler

Step 62 today

Rex

Digital Submission Mgr.

Step 1Starter+

Aria Digital Sourcer

Active50–100 candidates in < 90s

Sources from your connected systems, Kempian Talent Hub, and configured external channels. Returns ranked profiles with named factor groups.

Sources from connected ATS / VMS
Kempian Talent Hub access
Configured external channels
Domain-aware ranking

Activated by

Requisition approved by recruiter (Gate 1)

Aria operates under human supervision (EU AI Act Art.14). All outputs require recruiter review before any candidate-facing action.

What Kempian agents cannot do

Contact a candidate without recruiter Gate 3 approval

Approve a shortlist without recruiter Gate 2 sign-off

Submit a candidate to a client without Gate 4 final approval

Make a hiring decision at any point in the pipeline

Bypass or skip a human review gate. Architecturally impossible.

Claim to be bias-free or provide legally compliant decisions

See all seven agents in a live walkthrough

Full pipeline from Morgan demand intake to Rex submission. All four human gates visible.