In Production
Owned AI, in the real world.
01 / Biotech
The Lung That Failed and What It Taught Us About AI
A biotech firm saved millions by turning messy data into predictions. Here’s how OpenTeams helped them own their AI infrastructure — before it failed.
Read More →02 / Investment Management
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. We built an auditable system this investment firm truly owned.
Read More →03 / Defense
Open Source Isn’t the Real Risk in National Defense.
Government contracts aren’t immune to AI hype. Most defense teams hit the same wall: slow-moving, locked-in systems built by vendors who sell mystery boxes.
Read More →04 / Aerospace
What NASA Did That Every Tech Leader Should Steal
Behind the missions, the telescopes, and the frontier-breaking discoveries, there’s a quiet frontier most people never see: software infrastructure.
Read More →05 / Energy
They Didn’t Want a Vendor. They Wanted Ownership.
Energy infrastructure is changing faster than policy can keep up. Power sources are becoming decentralized. Grids are growing brittle.
Read More →06 / Strategic Intelligence
How a Fast-Growing AI Company Rebuilt from the Stack Up
This team had built something remarkable: intelligent agents that could parse documents in seconds, respond around the clock, and surface insights on demand — then rebuilt the foundation to own it.
Read More →07 / Advertising
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 and AWS for total control and scale.
Read More →08 / Education
From a 2% AP Statistics Pass Rate to Jupyter Everywhere in the Classroom
How Skew The Script and OpenTeams brought secure, browser-based Jupyter notebooks to underserved K–12 classrooms.
Read More →09 / Open Source
Open Source Looks Risky. That’s Why It Works
Heartbleed scared the world — but it proved open source is safer than closed source. Why transparency is the real foundation of software security.
Read More →The Pattern
What You’ll See in These Stories
AI Readiness
We assess where you are and chart the path to production-grade, owned intelligence.
Open SaaS
Transparent, inspectable systems your team can audit, extend, and truly control.
Ownership
Every model, workflow, and data source stays inside your environment — and grows more valuable over time.
Your Story Starts Here
We build your system, train your team, and support you as long as needed — no lock-in required.
Talk to Us