Proof, Not Promises
Real results from real projects. See how AI-native engineering solves production problems at speed.
security · assessment
74,000 Customer Records Exposed on a Live Business Website — In One Day
How we uncovered critical security failures in a 20-year-old business application, including customer names, addresses, payment data, and scanned documents — all accessible without a login.
Date
Industry
Retail & Field Services
Platform
PHP / Go / MariaDB
ai-engineering · domain-intelligence · consulting
An AI Agent That Actually Works: Automating Client Onboarding at a Professional Services Firm
Most AI agents fail in production. We built one that handles 70% of client onboarding tasks autonomously for a professional services firm — because we started with the domain, not the technology.
Date
Industry
Professional Services
Platform
Next.js / Claude API / PostgreSQL / Slack
production-systems · ai-engineering
Rebuilding a Failing Data Pipeline — Live, With Zero Downtime
A SaaS startup's event pipeline was dropping 15% of customer data. We rebuilt it incrementally alongside the live system, achieving 99.99% reliability without a single minute of downtime.
Date
Industry
B2B SaaS
Platform
TypeScript / PostgreSQL / Redis / AWS
filemaker · debugging · ai-development
Auto-Share Fix: Tracing a Cross-Org Bug Through 700+ Script Steps
One sentence from the developer. AI traced 700+ script steps across two parallel flows, identified a missing bridge, and delivered a paste-ready fmxmlsnippet fix.
Date
Industry
Field Service Management SaaS
Platform
FileMaker
ai-engineering · domain-intelligence
From 3 Days to 4 Hours: AI-Powered Contract Review for a Compliance Team
A regulated financial services firm needed faster vendor contract review without sacrificing accuracy. We built a domain-expert-driven AI system that cut review time by 90% and caught obligations their manual process missed.
Date
Industry
Financial Services
Platform
Next.js / Claude API / PostgreSQL
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