AI that runs where the rules say the data must sit.
Banks, hospitals, governments and defence-adjacent industries cannot send data to someone else’s API. We deploy models, agents, voice and review tooling on your servers, in your cloud account or in-country, with the monitoring, evaluation pipelines and retraining loops that keep it working after launch.
Zingaro AI deploys and operates AI systems on-premise, air-gapped, in private cloud accounts and in-country for data residency, including GPU sizing, model serving, identity and access integration, monitoring, evaluation pipelines and retraining.
You get
- A running deployment inside your boundary
- Monitoring dashboards and alerts
- Release pipelines with evaluation gates
- Runbooks your team can operate
Built with
- Air-gapped installs
- VPC deployment
- Data residency
- Release gates
- Drift monitoring
Enterprise and sovereign AI deployment, end to end.
On-prem and air-gapped
Installed on machines you own, inside your network, with updates carried in by hand where required.
Private cloud and VPC
Deployed into your AWS, Azure or GCP account, in your region, under your access controls.
Sovereign and in-country
Hosting that satisfies data residency rules in the Gulf and elsewhere, with the paperwork to prove it.
LLMOps and MLOps
Versioned models and prompts, evaluation gates on every release, rollbacks, and monitoring for quality, drift, latency and cost.
Security and access
Your identity provider, your keys, your audit log. We get the access you grant and nothing more.
Retraining loops
Reviewer decisions and new data feed back into the models on a schedule you set.
From one painful job to a system in production.
Models and agents handle the volume. People handle the edges. You always know which did what.
- 01
Discover.
One or two weeks with your team. The jobs listed, sized and ranked. A number on the first one.
- 02
Build the pilot.
Fixed scope, fixed fee, 4 to 6 weeks. Real output on your real data, measured against the number.
- 03
Ship it.
Into production, inside your boundary if the rules require, with evals gating every release.
- 04
Run it, or hand it over.
We operate it with people on the queue and a weekly report, or your team takes it with the runbooks.
Your data does not have to leave the building.
On your servers
Air-gapped where required.
We install on machines you own, inside your network. Where the rules demand it, the system runs with no outbound connection and updates are carried in by hand. Your team keeps the keys.
Data stays inside your network
Your private cloud
We deploy into your account.
We deploy into your own cloud account, in your region, under your access controls. The data stays in your account. We get the access you grant, and nothing more.
Data stays inside your account
Ours
Managed, fastest to start.
We run it on infrastructure we operate. The right choice when the data is allowed to leave and you want the pilot running this month.
Managed by us, on our terms
In banking, insurance and healthcare, the rules decide where the data sits. We built for that first.
How each option worksWhat comes back, and how we measure it.
Deliverables
- A running deployment inside your boundary
- Monitoring dashboards and alerts
- Release pipelines with evaluation gates
- Runbooks your team can operate
Measured by
- Uptime and latency
- Quality against the eval suite over time
- Time from new data to retrained model
- Findings closed from security review
Real figures come from your pilot. We do not publish invented ones.
What people ask about deployment.
What hardware do we need?
We specify it after scoping. Often less than expected, because small models fine-tuned for one job beat large general ones.
Can you work with our security team?
Yes. We expect to. Access rules, logging and update procedures are agreed before anything is installed.
Hybrid?
Yes. Sensitive steps inside your network, the rest wherever it is cheapest, with the boundary drawn explicitly.
Bring us the deployment job you keep postponing.
Twenty minutes is enough to say whether we can take it.
A pilot starts within 5 working days of agreed scope · Nothing upfront · No seat licences