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Case Studies

“I’m a proponent of off-the-shelf enterprise solutions with proven, extensible architectures. But sometimes an organization’s unique value proposition requires something bespoke. Until now, ‘custom software’ was a four-letter word, the maintenance burden, support costs, lack of subject-matter expertise, and vendor dependency made it a last resort. AI coding tools have changed that equation entirely. These case studies are the proof.”
Rick Becker
Building Acme

Building Acme Insurance with AI

~5 hrs vs 8-9 months$200 vs $2.76M

A 22,260-line e-bike insurance platform with 5 portals, rating engine, underwriting rules, and REST API, built in ~5 hours and $200, vs. a 6-person Scrum team's $670K/8 months or a 20-person SAFe ART's $2.76M/9 months.

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Ace: AI-Native

Ace: AI-Native Insurance Agent

AI-native agent84% quote abandonment solved

A fully transactional conversational AI agent embedded in the Acme Insurance platform. Customers get quotes, buy policies, and manage accounts through natural conversation, with a tiered authority model and 7-phase implementation playbook.

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Building School

Building School Shortlist with AI

20x faster6 days vs 3-4 months

How one person and Claude Code built a multi-tenant college research platform in 6 days, a project traditionally estimated at 3-4 months with an 8-12 person team.

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Building Scout

Building Scout Jobs with AI

1,100x cheaper$200 vs $222K

How a non-developer executive built a production-grade job search agent, with Chrome extension, AI parsing, PDF resume generation, and cloud deployment, in 10 days and ~$200.

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Building Encinitas

Building Encinitas Trailer Rental with AI

97% less labor70 hrs vs 2,458 hrs

A full-stack rental platform with Stripe payments, PDF agreements, admin dashboard, and renter portal, 13,000+ lines across 104 PRs in 17 active days, vs. a 9-person SAFe team's $567K-$756K and 5 months.

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Building UO

Building UO Table Tennis Club with AI

30x faster$200 vs $360K-$480K

A 15,000-line club management platform with tournaments, player ratings, match recording, and admin tools, built in 3 days and ~8 human hours, vs. a 10-person SAFe team's $360K-$480K and 12 weeks.

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