Case studies
Systems that shipped into real operations.
Anonymized teardowns with the stack, the bottleneck, the build decision, and the operational result.
Live map
activeBuild records
6Primary pattern
handoffsOutput
owned codeWhat to look for
Where the manual work was hiding.
Which system became the source of truth.
What changed after the automation shipped.
Recruiting · $500K-$2M
→BD and sourcing engine that surfaces 2,073 qualified leads per LinkedIn influencer cycle at roughly $0.08 per qualified lead.
Sports / Media · Pre-seed
→12 CMS block types, live preview, ticketed streaming, and a cinematic public site shipped before the spring signing window.
Marketing / Agency · $2M-$10M
→2,792 nurture contacts migrated, 150+ email variants deployed, 33K per day outbound capacity, ongoing retainer.
Restaurant / Marketing · $500K-$2M
→Fully offline content engine on a single iMac. No OpenAI bill, no Claude bill, no cloud dependency, same quality outputs.
Content / SEO · $1M-$5M
→Ahrefs data extraction, automated audit generation, and an MCP-backed assistant that saves around 3 hours per client account per week.
Recruiting / Staffing · $500K-$2M
→Indeed and LinkedIn scrapers, Google Maps enrichment, Zoho sync, and an inbox with Claude-scored sentiment analysis.