Private AI and LLM deployment
We help you choose where your AI runs, what information it can use and who can access it—around your team’s requirements.
Can we use AI with sensitive information?
We start with your requirements: where information is processed and stored, who can access it, retention, and any provider training terms. We assess the controls with your team before choosing a setup. Private hosting alone does not establish security or compliance.
Does it have to run on our own hardware?
No. Options can include a managed model service, a self-hosted model in a private cloud, or hardware you own. We compare control, capability, running costs and maintenance against your workload and requirements.
Would we need to fine-tune a model?
Not always. Retrieval brings relevant, approved documents into an answer when needed. Fine-tuning adapts a model’s behavior using training examples. We can help with either, but test what your use case needs first. Neither replaces access controls or evaluation.