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Notes from the approval side of AI

Human in the loop AI, the admin work that eats small business days, and honest notes on the tools in this space.

Human-in-the-loop AIRunning the officeMigrations
Migrations

Relay.app is shutting down: the dates, the export, and where to go

Free accounts close August 15, paid September 14, 2026. The export mechanics nobody reads until too late, a dated checklist, and an honest map of the alternatives.

Published Jul 28, 2026 · Updated Aug 10, 2026

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Jul 28, 2026
Human-in-the-loop AI

When AI agents act alone: documented failures and what an approval step would have caught

A deleted production database, an invented bereavement policy, a $1 Tahoe. Real, sourced incidents of AI acting without review, and what an approval gate catches in each failure mode.

Jul 28, 2026
Human-in-the-loop AI

What is human-in-the-loop AI? A plain-English guide for small business

The definition without the jargon: AI drafts, a person approves. What that means for invoices, customer emails, and orders, and when full autonomy is actually fine.

Jul 28, 2026
Human-in-the-loop AI

AI copilot vs autopilot: which tasks should run without you?

Not everything needs your review, and some things always will. A practical framework for sorting your admin work between autopilot and copilot, task by task.

Jul 28, 2026
Running the office

How to automate invoicing for a small business (without losing control of it)

The complete guide to outbound invoicing automation: the manual process audited, the automate-or-not decision per step, the tool landscape, and the mistakes to skip.

Jul 28, 2026
Running the office

Chasing overdue invoices without burning the relationship

The escalation ladder from gentle nudge to final notice, with copy-paste templates at every stage, downloadable, plus timing rules and the phone-call threshold.

Jul 28, 2026
Running the office

How to reduce admin work in a small business: audit first, then five honest options

Not another "use AI for everything" post. Audit where the hours go first, then run each task through the five-option tree. Includes a downloadable worksheet.

Jul 28, 2026
Running the office

The best AI tools for small business admin, organized by the job you need done

Sorted by job to be done rather than rank, with honest assessments and verified pricing, including our own product, disclosed and not at number one.

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