§ 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

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

Case

003

◆ Social Media · Publishing

Social Publisher Agent — Telegram → Facebook + Instagram with a hard human approval gate

Production-grade publishing pipeline. Every state transition writes a database row, signed URLs are minted only at publish time, and nothing goes live without an explicit human approval. Open-sourced.

1 agent · 4 layers · Production · Open source

View Case Study

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