results
case studies
Real outcomes from real engagements. Every metric below came from a LaborMap™ diagnostic followed by a Human + Machine workforce deployment.
healthcare
40%
reduction in intake bottleneck
60% of intake tasks were repetitive data entry performed by licensed staff. Jo moved data entry to machine execution and freed clinical staff for patient-facing work. Intake throughput increased 40% with zero compliance findings.
healthcare operations
finance
70%
faster month-end close
Reconciliation and journal entry preparation consumed 80% of the finance team's close cycle. Jo deployed machine workers for data reconciliation and reporting. Month-end close dropped from 15 days to 4.
finance operations
energy
50%
permit processing time cut in half
A six-week backlog on permit processing was delaying project timelines and increasing carrying costs. Document assembly and regulatory cross-referencing consumed 70% of specialist time. Jo deployed machine workers for document preparation and human workers for regulatory review. Permit processing time dropped from six weeks to three.
energy operations
manufacturing
60%
quality defects reduced
Inspectors were spending half their time on documentation instead of inspection. Jo deployed machine workers for documentation and reporting, freeing human inspectors for physical quality checks. Defect rates dropped 60% within the first quarter.
manufacturing operations
technology
3x
support ticket throughput
65% of support tickets were routine and pattern-based. Jo deployed machine workers for ticket classification and initial response while human staff handled complex troubleshooting. Throughput tripled and engineering reclaimed 30 hours per week.
technology operationscase studies FAQ
What industries are covered in these staffing case studies?
These examples cover healthcare, finance, energy, manufacturing, and technology operations where Human + Machine staffing improved throughput, quality, or cycle time.
How does Jo produce these outcomes?
Each engagement starts with a LaborMap diagnostic to identify labor bottlenecks, then deploys machine execution for repetitive work while human staff focus on judgment-heavy tasks.
Can these results apply to my operation?
Yes. The exact plan is customized by role, workflow, and compliance requirements, but the approach is designed for regulated operations that need better coverage and margin recovery.