Question 1

our key process is an airtable that one person built — can you migrate it without breaking the team?

Accepted Answer

yes. that's a frequent shape. we run the airtable in parallel with the new system for the first two weeks, then cut over. with the 60-person logistics company we replaced 3 spreadsheets and 2 manual review steps in a claims pipeline; the team kept using the old workbook until they trusted the new one.

Question 2

how is this different from zapier, n8n, or the workflow tool we already pay for?

Accepted Answer

zapier and n8n are great for the trigger-action layer; we use them where they fit. we ship the parts those tools can't: ai extraction from unstructured documents, validation logic with audit trail, human approval queues, and integrations that need real auth instead of a webhook.

Question 3

what data and systems do you typically connect?

Accepted Answer

for ops teams: quickbooks or netsuite, salesforce or hubspot, the ticketing tool (zendesk, freshdesk), the homegrown app, the document store (google drive, sharepoint), and the slack/teams workspace. we map the data flow before writing any code.