Elliott Bay Data

What we're
thinking about.

Bookkeeping, automation, and running a lean business. Practical over impressive.

April 15, 2026

The Foundation Nobody Wants to Build

Every AI demo looks impressive until you ask where the data came from. Before you can automate or analyze anything, you need structure — and the least glamorous place to build it is usually the most important.

7 min readautomationbookkeepingAIdata
April 15, 2026

The Hidden Cost of Keeping Your Books and Systems Separate

Most small businesses manage their bookkeeping in one place and their workflows in another. Here's why that separation costs more than you think — and what fixing it actually looks like.

4 min readbookkeepingautomationsmall business