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Decision matrices without the sales pitch
Side-by-side comparisons for high-stakes tech decisions. Each matrix scores options on cost, risk, time-to-value, and team impact so you can see the trade-offs clearly.
Decision matrices are being published. Check back soon.
Related resources
Move from comparison tables into service detail, supporting articles, and proof.
Expert
Nick Hugh
Nick Hugh, Principal AI Engineer & Fractional CTO at Marshall Tech, Sydney
Updated 10 Aug 2026
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Data hygiene is the practice of ensuring your business data is accurate, consistent, complete, and accessible. It's the prerequisite for AI implementation, reliable automation, and trustworthy reporting. Businesses with poor data hygiene waste 20–30% of employee time on manual data wrangling and get unreliable results from any AI systems or workflow automation tools they deploy.
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