Finance operations
Catching duplicate vendor invoices before you pay them
Exact-match duplicate checks miss reformatted numbers, double channels and split vendor records. Here is what to compare, how loose to set it and who reviews the flags.
Insights
How we rebuild finance, marketing and support operations with AI, and what it changes.
Finance operations
n8n or Zapier for a finance workflow: let the matching logic decide
Most n8n vs Zapier posts compare price and integrations. For a finance workflow, the tool choice comes down to whether your matching logic needs a fallback rule and a review queue.
AI in practice
What a handoff needs before you let one AI agent pass work to another
Connecting two AI tools is easy. Deciding what crosses between them — confidence, reason, a named reviewer — is the step most teams skip.
Customer support
How to design the review queue behind your AI support triage
Confidence thresholds decide which tickets escalate. This is what happens once they do: the categories, the trigger rules and the reviewer's screen that make the queue actually work.
AI in practice
How much autonomy to give an AI agent before it touches your books
Before you switch on an 'agent' feature in a finance tool you already use, decide what it can do without asking, how reversible that is, and who reviews it.
Finance operations
Which accounts payable exceptions AI can clear on its own, and which never should
AI can match most AP invoices correctly. The real question is which exceptions it should clear on its own, which need a person, and which should never auto-approve at all.
Marketing operations
What AI can replace from your marketing agency, and what it can't
Most teams ask whether to replace their agency with AI. The sharper question is which specific deliverables move in-house safely, and which still need a person who owns the brand.
Customer support
How to set AI support triage thresholds without copying a vendor's table
Vendor guides publish fixed confidence cutoffs for AI support triage. They're tuned to someone else's tickets. Here's how to calibrate your own, category by category.
Finance operations
Which month-end close tasks AI can actually run, and which need a controller
A day-by-day map of which close tasks AI can run alone, which need a controller's sign-off, and how to move from approving everything to reviewing exceptions.
Finance operations
What breaks when you automate accounts receivable collections
Collections automation breaks on cash application, disputes and customers who already called in — before it ever drafts an email. Where to put the send gate.
Finance operations
Why your finance team isn't using the AI tools you bought
AI finance tools stall when nobody owns the workflow, the old process keeps running underneath, and no one has agreed what the AI may do alone. How to restart one.
Finance operations
Where the human approval step belongs in an AI finance workflow
Put the human gate on actions that leave the building, not on every line the AI reads. A practical map for small finance teams.