MaidDance.aiSarah Tan
Settings

Workflow and autonomy

What the agents may do on their own, and where they stop. Most of this is yours to set; a few of them are not, and each of those says why.

Autonomy

22 rules · 8 cannot be changed

The agent acts

6

Organising work that stays inside the agency. Every one of these is recorded in the audit trail with the agent named.

  • When a requirement is confirmed

    Rank the available helpers against it

    Maid Matching Agent

    Yours to set
  • When a placement case is created

    Generate the document checklist for this case type

    Processing Agent

    Yours to set
  • When a document is uploaded

    Classify it and extract its fields

    Processing Agent

    Yours to set
  • When a checklist item is unresolved after 5 days

    Raise it in the attention queue

    Processing Agent

    Yours to set
  • When a placement starts

    Schedule the aftercare check-ins

    Aftercare Agent

    Yours to set
  • When an interview is completed

    Summarise what was discussed and what is still to agree

    Interview & Scheduling Agent

    Yours to set

A person decides

14

The agent does the preparation and stops. Nothing leaves the agency, and nothing becomes final, until someone says so.

  • When a requirement is drafted from an employer's message

    Confirm it before any matching runs

    Requirement Agent

    Cannot be changed

    An inferred requirement is a proposal. Treating a guess as confirmed would put words in the employer's mouth and send helpers profiles they never asked for.

  • When a helper submits her own registration

    Accept it as a profile households can be shown

    Helper Profile Agent

    Cannot be changed

    What she typed on her phone becomes what households read about her. Someone has to have read it first, and the skills on it have to be traceable to work she actually named.

  • When matching produces a ranked list

    Share helper profiles with the employer

    Maid Matching Agent

    Cannot be changed

    Sending a profile to a household is an external disclosure about a person. Someone has to decide it is warranted.

  • When both parties are interested after an interview

    Confirm the selection

    Interview & Scheduling Agent

    Cannot be changed

    Who a household hires, and who a helper works for, is not a decision this product makes.

  • When the document checklist is complete

    Submit the application

    Processing Agent

    Cannot be changed

    A submission carries legal weight and is made in the agency's name.

  • When an issue is raised with the category safety

    Escalate it to a named consultant

    Aftercare Agent

    Cannot be changed

    Safety cases take a named human escalation path. Nothing here may resolve one automatically.

  • When a replacement is requested

    Approve or decline it

    Aftercare Agent

    Cannot be changed

    Ending a placement changes someone's employment and immigration status. That decision has to have a name against it.

  • When a refund, credit or discount is requested

    Approve it and put it on the invoice

    Finance Agent

    Cannot be changed

    Money moving back to an employer is a commercial decision. The agent may explain a fee and chase an unpaid one; it may not give one up.

  • When an invoice passes its due date

    Send the payment reminder

    Finance Agent

    Yours to set
  • When fields are extracted from a document

    Accept them into the case record

    Processing Agent

    Yours to set
  • When interview times are found

    Send them to the employer

    Interview & Scheduling Agent

    Yours to set
  • When an aftercare check-in falls due

    Send the request to the employer and the helper

    Aftercare Agent

    Yours to set
  • When something is outstanding from the household

    Send the document request

    Processing Agent

    Yours to set
  • When a helper is due to arrive within the week

    Send the arrival briefing to the employer

    Deployment & Placement Agent

    Yours to set

The agent suggests

2

Surfaced for a consultant to act on or ignore. Nothing happens on its own.

  • When an employer has not responded for 4 days

    Suggest a follow-up to the consultant

    Employer CRM Agent

    Yours to set
  • When a consultant's open items exceed their usual load

    Surface it on the manager dashboard

    Employer CRM Agent

    Yours to set

The locked rules are not a limit on what the software could do. They are the ones where the cost of being wrong falls on someone other than the agency — a helper whose profile went to a household that never should have seen it, or a placement ended without anyone’s name against the decision.

Matching

How the engine behaves for this agency. Neither setting reads a silent profile as a no.

Current
70%

Below this a match is not put in front of a consultant to share. It is never a rejection — the helper stays on the list, and a consultant can still share her.

When a profile is silent about something

What this would do right now

Matches put forward

15 / 40

Escalated for review

26 / 40

  • Tan Family4/7 forward5 to review
  • Ng Family2/4 forward3 to review
  • Chua Family3/5 forward2 to review
  • Lee Family1/4 forward4 to review
  • Wong Family1/4 forward3 to review
  • Koh Family1/4 forward2 to review
  • Sim Family2/4 forward2 to review
  • Balakrishnan Household0/4 forward2 to review
  • Teo Family1/4 forward3 to review

Computed by the same engine the console uses, over the requirements currently confirmed. Saving needs the write layer.

Aftercare cadence

Scheduled automatically when a placement starts. Both parties are asked at each one.

  • Day 3day 3
    On
  • Week 1day 7
    On
  • Month 1day 30
    On
  • Month 3day 90
    On
  • Month 6day 180
    Off

10 check-ins are scheduled across 3 active placements under this cadence.

Default criterion weights

Applied to a new requirement. A consultant adjusts them per household.

  • Childcare30
  • Experience20
  • Cooking15
  • Language15
  • Housekeeping10
  • Availability10