What we do / AI systems and private deployments
Private AI
Your team needs useful AI without losing control of where business data is processed or who can access it.
Who this is for
Organisations exploring AI over their business information with defined requirements for data access, processing, and deployment.
What we can deliver
The final deliverables are agreed around your requirements. A typical scope covers:
- A defined use case and evaluation criteria.
- An architecture covering data sources, retrieval, and inference.
- Access boundaries and deployment requirements for the chosen environment.
- A scoped implementation with evaluation and operational documentation.
How we work
We design retrieval and inference inside your chosen environment, connect the relevant data sources, and define access controls, evaluation, and operational requirements.
Planning the project
We assess data readiness, model requirements, hosting capacity, and evaluation before estimating a deployment. A focused pilot can establish whether the use case is useful.
What to bring to the first conversation
Describe the task, who should use the system, the data it needs, and any hosting or confidentiality requirements. Start with representative information rather than unrestricted access.
Questions before you start
Will AI always give the right answer?
No. Evaluation, source visibility, and human review need to match the consequences of an incorrect answer. Those controls form part of the design.
What will the project cost, and how long will it take?
The estimate depends on requirements, content, integrations, and the first release. We agree scope, delivery stages, costs, and dependencies in a proposal before the build starts. Share a target launch date or budget range if you have one.
Who owns the code, content, and accounts?
Ownership, source-code handover, account access, and third-party licences are defined in the project agreement. We discuss these early so you understand what you can manage and what depends on an external service.
What happens after launch?
Handover and ongoing operations are planned with the project. Hosting, updates, maintenance, and support coverage are agreed explicitly, including any recurring costs.