From a 2% AP Statistics Pass Rate to Jupyter Everywhere in the Classroom
501(c)(3) nonprofit improving data literacy and math outcomes in underserved schools, founded in San Antonio, TX.
AI-powered Logo Detection for Ad Analytics
See how OpenTeams freed an ad analytics firm from black-box SaaS. We built a custom AI logo detection solution using PyTorch & AWS for total control & scale.
Open Source Isn’t the Real Risk in National Defense.
Government contracts aren’t immune to AI hype circles. Most defense teams face the same wall: slow-moving, locked-in systems built by vendors who sell mystery, not control.
How a Fast-Growing AI Company Rebuilt from the Stack Up
This team of engineers had built something remarkable: intelligent agents that could parse documents in seconds, respond around the clock, and surface insights from oceans of unstructured data.
Inside a $1T Firm’s Fight to Build Real AI Infrastructure
The biggest threat to your AI rollout isn’t the tech. It’s the gap between vision and execution.
Open Source Looks Risky. That’s Why It Works
The codebase? OpenSSL—the open-source encryption library duct-taped across half the web. Passwords, medical records, nuclear power plant schematics—if it needed locking up, OpenSSL probably helped do it.
What You’ll See in These Stories
AI environments you can actually own
Clear handoffs and audit-ready builds
Infrastructure your team can maintain without vendor escalation
Real-world results—reduced risk, faster delivery, and total control
AI That Survives Procurement, Audit, & Deployment
These teams didn’t wait for permission. They took control.
Read their stories. Then write your own.