In Production
Owned AI, in the real world.
01 / BioTech
Jupyter Everywhere in the Classroom
A 501(c)(3) nonprofit improving data literacy and math outcomes in underserved schools went from a 2% AP Statistics pass rate to teaching data science with Jupyter across the classroom.
Read More →02 / Ad Analytics
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 →03 / Government · JATIC / DoD
Open Source Isn’t the Real Risk in National Defense
Government contracts aren’t immune to AI hype. Most defense teams face the same wall: slow-moving, locked-in systems built by vendors who sell mystery, not control.
Read More →04 / AI Company
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 from oceans of unstructured data — then rebuilt the foundation to own it.
Read More →05 / Investments
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 →06 / Energy
Open Source Looks Risky. That’s Why It Works
The codebase behind half the web is open source — OpenSSL guards passwords, medical records, and critical infrastructure. A lean energy team got the exact owned solution they needed.
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.
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