Case Studies

Real-world impact, measured in outcomes.

How service businesses turned fixed back-office labor into scalable capacity — delivered with control, precision, and zero drama.
AI · COMPUTER VISION
74%
reduction in manual QA processing
AI Photo Accuracy
By standardizing image annotation, metadata, and quality validation, Process-Smart improved AI accuracy to 96%, enabling supervisors to review only exception cases instead of every uploaded photo.
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AI · VOICE INTAKE
62%
reduction in customer intake time
Customer Intake
An AI-powered intake workflow automated repetitive customer data collection, reducing average intake time from 8 to 3 minutes while improving record accuracy and increasing support capacity without hiring additional staff.
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AI · HIRING
2
days to hire
Time-to-Hire
Using CrewReady, a Florida irrigation contractor replaced manual hiring with AI-assisted candidate matching and human verification, reducing hiring time by 86% while improving candidate quality and lowering interview drop-off.
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OPERATIONS · QA & PROCESS
10
processing IDs standardized
QA Processing
Missing SOPs, outdated QC parameters, and unrealistic productivity targets created quality inconsistencies and rework.
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DATA • REPORTING
70
outreach attempts per pre-caller
Outreach Metrics
Most contact center support operations assume performance issues become visible through reporting. In practice, reporting is usually where workflow problems finally surface,....
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ERP & SYSTEMS · ASPIRE
3
weeks · zero budget overrun
ERP Catalog Cleanup
Two parallel catalogs, inconsistent unit types, and a hard 3-point budget. A sample-first, batch-controlled approach closed the work in four clean batches with full kit reconciliation — and not a point of overrun.
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FINANCE · AP
100%
of AP workflow mapped & optimized
Accounts Payable
A full business-process analysis pinpointed the real workflows, cut out waste, and tightened how invoice and payment information moves end-to-end.
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ERP & SYSTEMS
Zero Downtime
with trained resources for schedule transition
ERP Schedule Updates
Dedicated technical resources and structured training enabled the client to optimize and transition their scheduling without disrupting daily operations.
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OPERATIONS · MOBILE
Custom
audit checklists built on the client's own app
Informational Audits
Using the client's custom mobile application and photo capture, we built targeted audit checklists that standardized field inspections and made results consistent and reviewable.
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DATA · RPA
Low
piece-rate cost
Report Generation
Automated reporting workflows reduced costs while maintaining quality, consistency, and turnaround speed.
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DATA · LOGISTICS
100s
of carriers analyzed & categorized
Tracking Shipping Information
Several hundred carriers were analyzed and sorted into defined categories, making it possible to extract and process shipping information reliably and at scale.
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OPERATIONS · FLEET
Human-touch
QC on time-sensitive, cost-driven tasks
Fleet Maintenance
Process-Smart took on the tasks that genuinely need a human in the loop — quality control, time sensitivity, and judgment — delivered offshore at a fraction of the in-house cost.
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