Q2–Q3 2026 Light industrial
The Staffing Reliability Report
We analyzed shifts from Q2 and Q3 2026 that ran on HyperTrack’s middle office. The best performers measure on-time departure and act on it with automated workflows.
Key findings
01
Best performing staffing platforms deliver a Show Rate of 97.4% and On-Time Arrival of 84.2%.
Playbook: On-the-way Visibility, On-Time Departure, Reliability Scores.
The gap between the worst, the aggregate and the best operators is the area to improve for every staffing firm.
02
On-Time Departure drives Show-Rates and On-Time Arrival.
58% of NCNS and 49% of Delays can be predicted and rescued well before clock-in at the client facility.
Most staffing firms learn about a no-show at the scheduled start, when the clock-in never comes, or later, when the client calls. The data says the signal arrives much earlier.
03
Adding NCNS & Delays to Worker Reliability Scores moves the needle.
78% of NCNS and 77% of Delays are caused by 10% of workers.
Reliability problems are concentrated, not spread evenly across the workforce. Top performers use reliability data to create a fair system that identifies and rewards the best workers, and clients get the predictability they expect.
04
Backfilling NCNS reclaims lost revenue.
49% of NCNS are recoverable.
Every unfilled shift is lost billable hours and a blemish on client trust. The most efficient teams build systems to quickly replace backfills and cancellations.
05
Mainstream Staffing Firms need Middle Office Automation.
Clients choose reliability and workers return when paid on time.
Clients give repeat business to the firms that show up on time and bill accurately. The best workers choose the firms that pay fast with no disputes. An AI agent in the middle office trained on pay&bill workflows helps teams consistently win and retain business.
Get the full report
The full report covers the benchmark for Light Industrial staffing platforms in Q2–Q3 2026:
- Show-Rates and On-Time Arrival, worst to best, by state and time of day
- What causes NCNS and Delays, and how early they show
- Worker reliability and NCNS backfills
- The playbook the best performing platforms follow
Download the report
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See where your shifts stand
HyperTrack provides AI agents for staffing companies in healthcare, light industrial, retail, and hospitality. Our Closeout Agent reconciles timesheets to accelerate pay cycles and improve the speed and accuracy of pay and bill processes for staffing companies.