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

What we do / Data & AI infrastructure

Data Engineering & Pipelines Reliably.

Design and build of the data infrastructure a business actually runs on. Pipelines that move data reliably from source systems into a warehouse, models, and dashboards, with no one manually exporting spreadsheets every week.

What's included

Source system integration

POS, CRM, core banking, legacy databases and spreadsheets connected into one flow.

ETL and ELT pipeline design

Scheduled, monitored, and recoverable movement of data end to end.

Cloud warehousing on AWS or Azure

A single source of truth, modeled for the questions you actually ask.

Data quality and monitoring

Checks that catch bad data before it reaches a dashboard or a regulator.

Ideal for: Any business with data scattered across systems and no single reliable source of truth.

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.