Archer Luk Partners Blog

Practical notes on AI automation that stays under control.

Field notes for small and mid-size firms that want less manual reporting, cleaner reconciliations, and better back-office follow-up without handing every decision to software.

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Ideas you can take into Monday morning.

The 90/10 Rule: where AI belongs in your back office

Most business processes do not need to be handed fully to AI. They need the repetitive 90% automated and the judgment-heavy 10% protected.

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Why hours saved beats efficiency theater

For owner-led companies, the clearest automation metric is simple: how many hours did the team get back this week?

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Do not automate a process nobody has mapped

A durable workflow starts with discovery. The build should reflect the exceptions, approvals, vendor quirks, and reporting habits uncovered first.

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