AI automation should not be a race to automate everything or to target workflows with the largest potential payoff.

A key lesson was to measure what matters. From the outset, we defined clear success metrics—latency reduction, resource ...

Set up Gemini 3 with Firebase to convert PDFs and images into invoices, store results in Firestore, and cut hours of manual entry.