Internal demo · Workforce surface

Workforce, in preview.

A read-only walkthrough of the roster, scheduler, auto-recruit, deficit, AI interview, and pipeline surfaces that ship today. All counts read from the platform’s live metrics feed.

active workers
0
certified workers
0
open deficits
0

Roster · six seeded workers

Filter by cert, skill, trust tier, or availability.

The shipped roster ships with the same filter set; these six cards mirror the format so the visual shell stays legible without exposing real worker identities.

  • Worker A.L.

    calibrated

    Clinical NLP reviewer

    NLPHIPAAOncology
    Avail
    Now
    Tasks
    1842
    Qual
    97
  • Worker M.S.

    calibrated

    Vision QA specialist

    SegmentationBounding boxesQA
    Avail
    Now
    Tasks
    2104
    Qual
    95
  • Worker R.K.

    trusted

    Robotics demonstrator

    BimanualDemonstrationUR5
    Avail
    2 days
    Tasks
    612
    Qual
    91
  • Worker P.H.

    calibrated

    RLHF preference labeler

    RLHFPreferenceRubric
    Avail
    Now
    Tasks
    3380
    Qual
    96
  • Worker T.O.

    trusted

    Safety reviewer

    SafetyBiasRed-team
    Avail
    1 week
    Tasks
    928
    Qual
    93
  • Worker J.B.

    calibrated

    Code review specialist

    PythonTypeScriptReview
    Avail
    Now
    Tasks
    1475
    Qual
    94

Worker detail · drilldown

Trust built over time, not claimed once.

Every worker page carries a trust-score timeline so operators see why the tier is what it is — and when to recalibrate.

Worker detail

Worker A.L.

Clinical NLP reviewer

Trust tier
Calibrated
Active assignments
3
Completed
1842
Quality
97%

Trust-score timeline · 12 weeks

Latest score: 97 · recalibrated every two weeks from completed-work QA.

Scheduler · week view

Shifts, surge bands, and conflicts in one calendar.

The shipped scheduler supports drag-drop assignment and surge pricing. This preview renders a frozen week so the block format stays legible.

Mon
Tue
Wed
Thu
Fri
Sat
Sun
08:00
RLHF batch
09:00
Oncology NLP
Robotics run
10:00
Vision QA
Surge pricing
11:00
Code review
12:00
13:00
14:00
Safety review
15:00
16:00
17:00

Auto-recruit · rules flow

Deficit in. Offer out. Evidence everywhere.

Auto-recruit turns a gap into a governed outreach. Every step is visible, reversible, and logged against the rule and deficit.

  1. Step 1

    Trigger

    Deficit ≥ 40 hours detected on the skill × shift matrix.

  2. Step 2

    Evaluate rule

    Match the deficit against active auto-recruit rules.

  3. Step 3

    Dry-run preview

    Recruiter sees the candidate pool and expected reach.

  4. Step 4

    Dispatch

    Outreach fires through Cleo with the job attached.

  5. Step 5

    Close deficit

    Accepted candidates fill the shift; rule marks closed.

Deficit · gap matrix

Where the gaps are, in hours.

Rows are roles, columns are shifts. A filled cell shows the open hours; the shipped dashboard routes close-the-gap clicks straight into auto-recruit or a new job post.

RoleEarlyMidLateRow total
Reviewer12h48h60h
Annotator6h22h28h
Specialist18h4h34h56h

Live deficit count across all roles × shifts: 0

AI Interview · live scoring

Three meters. Scored as the candidate answers.

The AI Interviewer runs a rubric-weighted scorecard during the session. This is the same meter strip operators see live.

Technical depth

4.1/ 5

Problem solving

3.7/ 5

Communication

4.4/ 5

Live sessions
0
Completed sessions
0
Rubric library size
0

Pipeline kanban · mini

Where every candidate stands.

Sourced, screened, interview, offer, hired. The shipped kanban drag-drops between columns — this preview is frozen.

Sourced

  • Candidate N.K.
  • Candidate M.P.
  • Candidate R.S.

Screened

  • Candidate T.O.
  • Candidate A.L.

In interview

  • Candidate P.H.

Offer out

  • Candidate J.B.

Hired

  • Candidate M.S.
Candidates on record
0
Open offers
0
Accepted · 30d
0

Next path

See the live surfaces with your own roster.

Sign in to open the shipped Workforce dashboard, or jump to the Cleo demo to see how specialist hiring feeds the same pipeline.

Workforce demo · read-only preview · live-metrics JSON bound000