Your AI. Inside your boundary.
We help enterprises run AI on their own terms: private models on infrastructure you control, agents governed by the CAELION Harness, and evidence for every action. Your data never leaves.
Most enterprise AI runs on someone else's terms.
Public AI APIs are fast to try and hard to defend. Security, legal and the regulator all ask the same questions: where did the data go, who can see it, and what did the AI actually do?
Data leaves the building
Prompts carrying customer, patient or deal data cross into a third-party cloud, under someone else's retention policy.
Lock-in you can't price
One provider's model, one provider's pricing, and no way out when either changes.
No proof for the auditor
When an agent acts, there's no record a regulator would accept of what it saw, decided and did.
Sovereign AI, built on one governed core.
Private model runtime
Open-weight models served on infrastructure you control, behind an endpoint your teams already know how to call.
Governed agents
Every agent runs on the CAELION Harness: read-only by default, signed intent, human approval before anything destructive.
Data that stays put
Agents query your systems where the data lives. No copies, no secondary data lake, nothing used for model training.
Proof on demand
Every query, decision and approval goes into a hash-chained evidence ledger your auditors can replay.
Your boundary, wherever it is.
Your cloud
Inside your AWS or Azure account and VPC. Amazon Bedrock in your region where it fits.
Your datacenter
On your own hardware, on-prem, under your physical and network controls.
Air-gapped
No internet and no cloud dependency, for defense, government and critical infrastructure.
From one use case to production.
Sovereign AI briefing.
One conversation about the use case you can't send to a public API, and the constraints around it.
Boundary design.
Where models run, what data agents can read, and which actions need a human.
Pilot on your data.
One real workload, read-only, inside your boundary, with evidence attached.
Production on the Harness.
License the platform and add workloads; each inherits the same controls and ledger.
Built for teams that can't take the risk.
Regulated and high-stakes industries where data residency, audit and control decide whether AI ships at all.
Frequently asked questions
Is this a consulting engagement?
No. We deploy CAELION's governed core inside your boundary and you license the platform. You own the deployment, the data and the evidence.
Which models can we run?
Open-weight models chosen for your use case and hardware, or Amazon Bedrock in your own account and region.
Do we need our own GPUs?
Not necessarily. Models can run on your hardware, on GPU instances in your cloud account, or through Bedrock in your region.
Does any data leave our environment?
No. Models, agents and the evidence ledger all run inside your boundary.
Can our existing AI apps use it?
Yes. The private runtime exposes a standard API, so applications built against common AI SDKs can be pointed at it.
Bring us the AI use case you can't send to a public API.
We'll show you how it runs inside your boundary: private models, governed agents, evidence attached.