HR & RecruitmentComplex automationSeveral jobs working together: multi-stage pipelines with state, branching on rules or AI decisions, approvals or escalations, 4+ systems, AI agents that act, or reconciliation across sources. Usually rolled out in stages.

Open shifts filled by the fastest tap

For: Hospitality staffing agency

Typical impact

Shifts filled in 18 minutes

A hospitality staffing agency filled shifts by phoning down a list — for hours. We built a WhatsApp broadcast engine that offers each shift to qualified, available temps and books the first to tap Accept. Median fill time: 18 minutes.

Typical results

96%

Fill rate, up from 86%

4 hrs/day

Coordinator phone time eliminated

2x

Shift volume, same team

Figures reflect typical results for this kind of automation.

The challenge

When a hotel needed three waiters for tonight, coordinators started dialing. Each shift took around two and a half hours of calls and callbacks, double-bookings crept in, and 14% of shifts went unfilled — billable work the agency simply lost. Evening and weekend requests were the hardest to cover exactly when clients needed them most.

Before and after

Before With the automation

Time to fill a shift

−88%
150 min
18 min

Unfilled shifts

−71%
14%
4%

Shifts handled weekly

2×
210 shifts
420 shifts

The automation

Client requests from email or the portal are parsed into structured shifts. Make filters the temp pool by skill, certification, availability and weekly hour limits, then broadcasts the shift over WhatsApp to everyone who qualifies. The first temp to tap Accept is booked instantly; everyone else is stood down, confirmations go to both the temp and the client, and the booking syncs into the roster and billing automatically.

How it works

  1. 01

    Request lands

    A client emails or submits the portal form; the shift is parsed into role, venue, time and rate.

  2. 02

    Smart shortlist

    The engine filters the temp pool by skill, certification, availability and weekly hour limits.

  3. 03

    Broadcast

    Matched temps get the shift on WhatsApp; the first to tap Accept is booked.

  4. 04

    Everyone confirmed

    Instant confirmations go to the temp and the client, and the rest of the list is stood down.

  5. 05

    Straight to billing

    The booking writes itself into the roster and the billing system — no retyping.

Starts from

  • Client shift requests
  • Temp pool with skills & availability

Delivers

  • WhatsApp broadcast — first tap wins
  • Confirmations to temp and client
  • Roster synced to billing

The impact

Median fill time collapsed from two and a half hours to 18 minutes, and the fill rate climbed from 86% to 96%. The same coordination team now runs 420 shifts a week — double the old volume — with four hours of daily phone work gone and every booking already synced to billing.

Questions about this automation

How does the engine decide who receives a shift offer?

Each shift request is parsed into role, venue, time and rate. The engine then filters the temp pool by skill, certifications, availability and weekly hour limits, so only people who can legally and practically work the shift receive it on WhatsApp. Coordinators can adjust the filters per client.

What happens when several temps accept at the same time?

The first acceptance received books the shift and closes the offer. Everyone else who replies gets a message that the shift is already filled, and the rest of the list is stood down. The booked temp and the client both receive a confirmation, which prevents double bookings.

Which systems does the shift engine connect to?

It reads client requests from email and the portal form, uses the temp database with skills and availability, sends offers through the official WhatsApp API and writes each booking into the roster and billing system. It is a multi-step build, usually rolled out in stages, starting with broadcasts.

HR & Recruitment

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