§ Case Files

From the Field

Anonymized case studies from real agent deployments. Architecture decisions, failure patterns, and lessons learned.

Case

001

◆ Manufacturing · Workforce

Building a Lead Discovery Agent for a Workforce Import Company

How we designed a four-agent research system that identifies manufacturing companies likely to need foreign workforce services — reducing manual prospecting from 40 hours to 2 hours per week.

4 agents · 8 weeks · Production since March 2026

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Case

002

◆ SaaS · Customer Success

Automated Onboarding Intelligence for a B2B Platform

Designing an agent fleet that monitors new customer behavior, identifies friction points, and generates personalized onboarding recommendations — before the customer asks for help.

3 agents · 6 weeks · Staging

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