Augustova takes AI prototypes into production for £4,000 to £15,000 in one to three weeks, covering deployment, integration with existing systems, cost instrumentation with enforced spending ceilings, monitoring and the security and data protection work required before real customers touch it. We deliver this for businesses in Cardiff and across Wales.
Price range£4,000 to £15,000
TimelineOne to three weeks
ServingCardiff and Wales
Why Cardiff businesses ask for this
Cardiff combines a large public sector and media presence with financial services and a growing technology base. Firms here often work to public sector procurement standards even when the client is private.
Procurement standards raise the bar on documentation and data handling. Building to that standard from the start avoids retrofitting it under deadline later.
Sectors we work with in Cardiff
Public sector suppliersMedia and broadcastFinancial servicesTechnologyEducation
What this covers
Model Deployment and ServingAPI Design and IntegrationData Pipeline EngineeringCost Instrumentation and CapsMonitoring and ObservabilitySecurity and Compliance
How it runs
01Architecture review
02Infrastructure setup and provisioning
03Integration and pipeline build
04Load testing and cost modelling
05Handover, documentation and support
Common questions
Our prototype works on a laptop. What does production actually require?
Integration with the systems people already use, cost that scales predictably with usage, monitoring so failures are noticed before customers report them, security and data protection review, and somebody accountable for it once the excitement fades. The prototype is usually the easy fifth of the work.
Can you stop our AI costs running away?
Yes. We attribute cost per customer, per feature and per model, route routine work to economical models, and enforce spending ceilings in real time. A limit nobody has watched stop something is an assumption, so we trigger it deliberately in production before relying on it.
Will you work alongside our existing developers?
Yes. Much of this work is integration into systems another team owns, so we work to their conventions, document what we change, and hand back something their developers can maintain without us.
What about GDPR and data protection?
A written data processing agreement is signed before any personal data moves, and we are registered with the Information Commissioner under reference ZC152144. Client systems sit on the client own provider accounts wherever possible so ownership is never ambiguous.
ai implementation for your Cardiff business
Tell us what happens today and roughly when you need it changed. We work remotely, with visits when the project needs them.