Owned Intelligence for Health Systems
YOUR ENVIRONMENT · YOUR PERIMETER
Governed · auditable · localized workers
INFRA
AWS · Azure · GCP
Snowflake · Databricks
Epic · core systems
PHI & context stay in your perimeter
The model isn’t the bottleneck anymore — models converge. Context wins. And right now, most organizations are handing their context to someone else.
Every token you send to a third-party model is organizational knowledge you don’t get back. Your data crosses a vendor’s perimeter. Your audit trail depends on logs you can’t see. Your roadmap is hostage to one provider’s pricing and one provider’s models.
VALUE OF YOUR AI INVESTMENT, OVER TIME
Owned intelligence flips the model. Instead of renting capability by the token, you deploy a specialized AI stack inside your own environment — auditable end to end, governed by your policies, and yours to keep. The context that fuels your AI stays in your perimeter and accrues to you. The system you build this year is an asset you still own next year.
Your data
Auditability
Cost
Over time
Depreciates
Your data
Stays inside your perimeter
Auditability
End-to-end, in your own logs
Cost
Predictable, on infra you own
Over time
Compounds
The difference between a meter that runs and an asset that compounds.
The hard part of enterprise AI was never the ambition — it was the migration. So we built the OpenTeams Hub to require none. It deploys above your existing data plane, and the model becomes a configuration parameter, not a dependency — swap it inside a governed, localized worker without re-architecting a thing.
YOUR PERIMETER
Substrate-neutral · deploys above your data plane
INFRA
✓ unchanged
✓ unchanged
Open-source
✓ unchanged
No migration · no lock-in · governed inside your perimeter
Sits on top of the cloud, data platform, and systems you already run — Snowflake, Databricks, or on-prem.
Any model, swappable by configuration — OpenAI, Anthropic, or open-source. No lock-in.
Auditable and policy-governed inside your own perimeter, end to end.
Health systems carry obligations most enterprises don’t. Owned intelligence is built for exactly that: AI deployed inside your perimeter, auditable under your own policies, sitting on top of the systems you’ve already invested in. You get advanced capability without trading away control of the data that matters most.
No patient data drifts into a third party’s environment. It’s processed inside your perimeter, under your controls.
End-to-end, in logs you own — the trail auditors expect, not vendor logs you can’t see.
Owned AI sits on top of the systems you’ve already invested in — protected, not replaced.
OpenTeams, through its acquisition of Quansight, is the third-largest contributor to PyTorch on earth — and the steward of the open-source foundation modern AI runs on: NumPy, SciPy, and conda. That’s the team standing up your owned-AI stack: the people who maintain the tools the entire industry is built on.
Largest contributor to PyTorch, worldwide
Stewards of the open-source foundation modern AI runs on
Delivering for Google, Meta, IBM & the largest US financial institutions
A DECADE DELIVERING FOR THE WORLD’S MOST DEMANDING ORGANIZATIONS
AI you own.
