What it looks like
when it's running.
Real deployments, real numbers. Each study walks through the workflow OneStaff.ai took over, the guardrails the operator set, and the outcome they measured — verified with the customer before publication.
Meridian Freight cut resolution time 80%.
The problem
A 900-person 3PL was running support, dispatch exceptions and invoicing across 12 disconnected tools. Resolution times crept past 40 hours, and three specialists spent their weeks copying data between systems instead of solving problems.
- 12 tools, no shared context between them
- 40-hour median resolution on exceptions
- ~60% of ops time lost to manual hand-offs
The guardrails
OneStaff.ai was given authority to resolve exceptions under a defined credit threshold, rebook deliveries within existing carrier contracts, and reconcile invoices automatically — anything outside those lines routed to the ops lead with full context attached.
- Auto-approve credits under $500
- Rebook only within contracted carriers
- Escalate disputes over $2,000 to a human
The outcome
Within six weeks, median resolution dropped from 40 hours to under 8. The three specialists moved off data-entry and onto carrier negotiations. Twelve tools collapsed into one platform, and the ops lead got a clean audit trail for every automated decision.
- Resolution time down 80%
- 94% of exceptions resolved with no human touch
- $1.1M annualised operating cost removed
"We went from 12 tools to one platform. Resolution times dropped 80% and my best people finally do the work I hired them for."
— VP Operations, Meridian Freight
Across industries and stages.
From Series A startups to the Fortune 500. Full write-ups are shared with prospects under NDA on request.
Northwind cleared a 3,000-ticket support backlog in 11 days
An AI employee triaged, resolved and escalated inbound tickets around the clock, holding CSAT steady while the backlog fell to zero — without adding headcount.
Request the study E-commerce · Mid-marketAster Retail automated month-end close from 9 days to 2
Reconciliation, invoice chasing and anomaly flagging ran continuously, so finance closed the books in a fraction of the time with a full audit trail.
Request the study Manufacturing · EnterpriseHalton Industrial removed $2.4M in stockouts and overstock
Continuous demand-sensing and automated reorders held inventory in the sweet spot across 40 SKUs and three warehouses, freeing working capital.
Request the study Financial services · EnterpriseSterling Capital scaled compliance review without scaling the team
Routine document review ran against policy first-pass, flagging risk for specialists and keeping every decision audit-ready under strict data residency.
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