Enterprise AI solutions
Sovereign deployment, audit logs and evals, without the enterprise sales cycle.
Zingaro AI's enterprise AI solutions are AI systems built and run inside a large organisation's own boundary, with sovereign or air-gapped deployment, audit logging, evaluation gates and security reviews, delivered through a fixed-scope pilot rather than a long procurement.
Who searches for this
- Banks, insurers, healthcare groups and government bodies with data that cannot leave.
- Technology leaders who need an AI system to pass security and procurement review.
- Enterprises that want a delivery partner rather than a platform licence.
The words, then how we fit them.
People searching for enterprise AI solutions work in large or regulated organisations. They need AI that passes security review, keeps data in the country or the building, produces an audit trail, and can be updated without a vendor reaching in. They are wary of both consultancies that never ship and start-ups that cannot pass procurement.
- 01
Zingaro AI deploys on the enterprise's own servers, air-gapped where required, or in its private cloud account, with signed update bundles and rollback rehearsed at install.
- 02
Every run is logged with who or what did it; evaluation suites gate releases; guardrails are code that is tested.
- 03
Enterprise capability is a ceiling, not an entry requirement. The pilot is the same size as for a mid-sized business, and it starts within days, not quarters.
- 04
Zingaro AI signs non-disclosure agreements and works under the client's security requirements, access reviews and audit processes.
What we would actually do for you.
- Deployment01
Enterprise and sovereign AI deployment
On-premise, air-gapped, private cloud and in-country deployment with MLOps, monitoring and retraining.
Explore - Evals02
Evals, red-teaming and guardrails
Know whether it works before you ship, and keep it working after: evaluation, safety and observability.
Explore - Agents03
Agentic AI development
Autonomous and multi-agent systems that plan, call tools, check their own work and finish the job.
Explore - Language models04
Custom LLM training and fine-tuning
Domain models fine-tuned, post-trained and distilled on your data, on weights you own.
Explore - Inference05
Inference engineering and optimisation
Serving stacks tuned for latency and cost: quantisation, speculative decoding, batching, caching, GPU planning.
Explore - Operations06
Managed AI operations
We run the systems, hold the review queue and send the weekly report. You see the work, not the tool.
Explore
Asked in these words.
What makes an AI solution enterprise-ready?
An enterprise-ready AI solution runs inside the organisation's own boundary, logs every action for audit, gates every release with an evaluation suite, accepts updates only as signed packages the organisation verifies, and passes security review. Zingaro AI builds all of that in from the pilot onwards.
Does Zingaro AI work with enterprises?
Zingaro AI works with enterprises and with mid-sized businesses. The sovereign deployment, audit logging and evaluation gates enterprises require are available to every client, and the engagement starts the same way for both: a twenty-minute call and a fixed-scope pilot.
Other ways people describe this work: ai development company, ai consulting, ai agency, machine learning services, generative ai services, llm development company, ai automation agency, custom ai development.
Bring us the 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