Skip to contact
New: SMB Digital Footprint packages with fixed pricing
McNaughton & Co.

What we do / Data & AI infrastructure

AI Infrastructure & Model Development Production.

AI systems built and deployed against a specific business problem. Not a chatbot bolted onto a website: models integrated into how the business actually operates, on infrastructure chosen for cost and control.

What's included

Use case scoping

We find where a model beats manual review, and say so when it does not.

Model selection and development

From classical forecasting to fine tuned deep models, matched to the problem.

MLOps

Deployment, monitoring, drift detection, and retraining as a routine, not a rescue.

Cost aware infrastructure

Cloud or dedicated compute, sized to the workload and the budget.

Ideal for: Companies that have identified a specific problem where a model would outperform manual review, and need it built and maintained properly.

01. Scope

A short discovery. We name the problem, the data, and what done looks like.

02. Build

Working software early. You see progress weekly, not at the end.

03. Operate

We run it, monitor it, and hand over documentation your team can live with.

Tell us what you're trying to solve.