How to actually measure and improve frontline productivity.
Most workforce technology assumes the problem is finding more workers. The real problem is that the system measures hours instead of outputs — which hides the productivity differences that already exist between workers, between shifts, and between sites. The Playbook is how Array fixes that, in three stages.
Identify → Amplify → Coordinate.
Three stages, run as one system. Each stage compounds with the others — better selection without better incentives wastes good talent; better incentives without better coordination produces variance from shift to shift; better coordination without better selection coordinates the wrong workers.
Identify
Find the workers who already produce more.
Most hiring optimizes for availability. Array's system optimizes for measurable output. We reach beyond job boards into the broader employed population, screen for will before skill, and route only high-intent candidates to placement. The result is higher-output workers at the same wage levels — typically 50–100% more productive on day one.
Higher output per worker, at the same labor cost.
Amplify
Make output rewardable and visible.
Hours-based pay gives workers no signal about what good performance looks like. Array's system replaces that signal with real-time visibility into individual output and rewards tied to measurable results — vehicles serviced per hour, units packed, repairs closed. Workers know daily what "excellent" looks like, and they get rewarded for it without an annual review cycle.
Higher productivity per worker — typically a 2× lift post-amplify.
Coordinate
Run the operation against live evidence.
Even strong workers, motivated by the right incentives, perform inconsistently if the operation around them runs blind. Array's coordination layer instruments work in motion, surfaces bottlenecks before they become service breaks, and gives both onsite leads and client managers a real-time view of what's actually happening on the floor.
Lower cost per output — typically a 40% reduction in unit cost.
Why partial systems produce partial results.
The market is full of vendors who do one of these stages well. Recruiters identify. Reward platforms amplify. Workforce-management software coordinates. The math of the Essential Economy is that no single stage produces the productivity gain — they produce it together. Better selection without better incentives wastes good talent. Better incentives without better coordination produces variance shift to shift. Better coordination without better selection only coordinates the wrong workers more efficiently. The compounding only happens when all three stages run as one system, instrumented by the same data, accountable to the same outcome.
What the vendor does | What's missing | What the operator gets |
|---|---|---|
Pure staffing — fills hours | No output data, no incentives, no coordination | More bodies, same productivity |
Pure software — schedules and tracks | No control of who is on the floor, no incentives | Dashboards without leverage |
Pure incentives — points and rewards | No selection control, no operational instrumentation | Higher motivation in the wrong workforce |
Identify + Amplify + Coordinate | — | Compounding productivity — typically 2×+ |
63.2%
Of triggered candidates completed the AI screening
1,816 of 2,873 triggered candidates completed the conversational SMS screening at first attempt.
88%
Offer-accepted to start conversion (post-AI)
Up from 65% pre-deployment. AI screening filters out high-ghost-risk candidates before the offer stage.
37%
Reduction in interviews per start
Recruiters conducted 37% fewer interviews to produce the same number of starts. The agent removed the unqualified before recruiter time was spent.
From work in motion to action — without the lag.
Coordination is a data problem. Capturing what's happening on the floor, structuring it against the workflow's actual ontology, and pushing it to the people who can act on it — fast enough that the action still matters. Below: the inputs Array uses to capture work in motion, the surfaces the data lands on, and the workflow ontology that turns raw signal into operator action.
RFID — vehicle and asset identification at lot transitions- RTLS — real-time location data across the operational footprint
- AI edge devices — on-site sensors capturing vehicle returns, dwell, and movement
- Mobile devices — managed devices with workforce check-in/out and task acknowledgment
- Time data — geofenced shift attendance and clock data
- ATS reporting — talent funnel telemetry pulled into the same data lake
- Talent interactions — engagement, training completion, certification status
- Customer-supplied data — CSV, API, CMI feeds, email, partner systems (e.g., Compass)
Real-time dashboard
Web app and mobile views for onsite leads and client managers. Individual worker performance, shift-level summaries, bottleneck alerts.
Proactive alerts
Productivity alerts pushed via Microsoft Teams and SMS when KPIs drift below threshold — before a shift goes sideways.
Daily emails with photos
Automated daily recap with lot photos, prior-day performance, and trend-vs.-target. The client gets the data without asking for it.
Public daily leaderboard
Posted at the site. Workers see their stats. The same surface that drives Amplify is reading the Coordinate data — same source of truth for the worker and the operator.
Powered by Array — the connective tissue.
Identify, Amplify, and Coordinate are stages. Powered by Array is the platform that makes them operate as one system, with one source of truth, across every market Array runs in.
PBA is what stops the Playbook from being three vendors stitched together. The recruiting telemetry that drives Identify, the rewards triggers that drive Amplify, and the work-in-motion data that drives Coordinate all run on the same platform — which means the worker selected because of strong will signals is the same worker whose output is being measured live and rewarded against the same metric the operator is being measured against. The data doesn't drop on the floor between stages.
Array invests roughly 4% of revenue and 17% of gross profit into platform development. By comparison, the largest staffing firms invest 0.06% to 0.28% of revenue. That gap is the moat. Most workforce vendors don't have the platform to run this kind of system — they have services that depend on the customer to build the integration. Powered by Array makes the integration the product.
From contract to live operations in 21 days.
The Playbook is not a strategy deck. It deploys on a calendar. Below: the four phases of a standard Array site deployment, each with its milestone and the operational artifacts that mark its completion. This is the same sequence Array used to stand up five dispersed micromobility markets — and the sequence that runs when a new Outcomes by Array engagement begins.
Recruit & Onboard
Local frontline team sourced, screened, and badged
Programmatic sourcing live in market. AI screening agent triggered on every applicant. Will-before-skill filter applied. Background checks, drug screening, and badging to enterprise standards. Embedded Field Deployment Solutions Engineer (FDSE) on the ground.
Train & Certify
Workforce trained to client SOPs and certified on platforms in scope
Site-specific training, SOPs, and playbooks deployed. ISO 9001-grade onboarding where required (e.g., advanced manufacturing). Cross-training across vehicle platforms or production lines so the team is platform-agnostic. Operations Manager and Associate Manager onboarded.
Stand Up & Instrument
Shift coverage live. Tracking technology, dashboards, and audit systems running.
Work-in-motion capture deployed (RFID, RTLS, AI edge devices, mobile devices, time data). Productivity tracking integration with client systems. Real-time dashboard live for onsite leads and client managers. Public daily leaderboard posted.
Full Coverage, SLA-Backed
Tier 1–3 operations running with measurable outcomes
SLAs active on cleanliness, turnaround, attendance, and incident response. Monthly audit reporting integrated with client QMS / SMS. Weekly performance cadence with District Manager. Outcome-based commercial model active.
Frequently asked questions