Case studies

Real numbers from real businesses.

What changes when a business stops doing the busywork by hand. Five real systems, five industries — each tagged by rung, and four of the five carry no agent at all.

Manufacturing & E-commerceAutomation · Agent · App

~4,000 orders across two store systems

A working metal fabrication shop selling on multiple e-commerce platforms — orders split across two store systems, cut-file prep eating hundreds of hours — until the system learned how the shop books and ships, and ran it on autopilot.

Offering: E-commerce
Agentic Sales · Lead GenerationAgent

100 qualified leads, staged every morning

An agentic enterprise outreach program that pulled the right accounts, wrote a four-touch sequence per contact, and staged every message as a ready-to-send draft before the workday started — so one operator ran enterprise-scale pipeline as a side effect of morning coffee.

Offering: Lead generation
Education · InventoryApp

4,041 items tagged, full history on a scan

Middle Tennessee State University's music and recording program sat on a fortune in gear and an inventory nobody trusted — years of tangled FileMaker exports — until we cleaned and normalized the record and built a custom mobile scanner app that surfaces any item's full history from a phone.

Offering: Custom apps
Hospitality · App DevelopmentApp

Two custom mobile apps, one workflow

A downtown convention center where a broken projector meant tracking down a person — until two custom mobile apps, one for staff and one for event clients, turned a QR scan into a routed, photo-attached support ticket with a full audit trail.

Offering: Custom apps

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