Case Studies

Real Results from
Real Companies

See how businesses are deploying AI agent teams to transform their operations.

Flagship

Thomas Industries

Manufacturing • 200 employees • Growth Plan

Challenge: Thomas Industries had a 4-person operations team manually processing work orders, tracking inventory, generating reports, and managing vendor communications. Turnaround was slow, errors were common during handoffs, and the team was stretched thin during peak seasons.

Solution: MindPress deployed a 6-agent team: an OPS agent for process automation and SOP management, a PM agent for project tracking and stakeholder updates, an ENG agent for internal tool development, and supporting agents for reporting and communications.

Process: After a 45-minute shaping call, the MindPress team configured agents with Thomas-specific workflows, integrated with their existing ERP and Slack channels, and went live within 72 hours. The agents immediately began processing the backlog of operations tasks.

87%
Reduction in ops workload
$340K
Annual savings
4.2x
Throughput increase

Zollege Education Network

Education • 240 locations • Enterprise Plan

Challenge: Managing instructor quality, scheduling, and compliance across 240 schools with ~550 instructors. The VP of Operations needed real-time visibility into instruction quality metrics, complaint resolution, and training compliance — but the data was siloed across multiple systems.

Solution: MindPress deployed specialized agents for quality monitoring, complaint triage, scheduling optimization, training compliance tracking, and hiring pipeline management. Each agent operates autonomously while coordinating through the Paperclip control plane.

240
Schools monitored 24/7
92%
Complaint resolution rate
3hrs
Avg response time (was 48h)

NexGen AI Labs

AI/ML Startup • 12 employees • Growth Plan

Challenge: A lean AI startup needed to move fast but couldn't afford to hire across engineering, marketing, and operations simultaneously. The founding team was spending 60% of their time on non-core tasks — writing docs, managing deployments, updating the website, and processing support tickets.

Solution: MindPress deployed an ENG agent for CI/CD and code review, a MKT agent for website updates and content, and an OPS agent for support ticket triage and internal documentation.

60%
Time reclaimed for core R&D
$180K
Saved vs. 3 FTE hires
2x
Faster feature shipping

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