AI in practice

What actually works when a small team runs its operations on AI agents: tools, guardrails and handover.

Abstract flat-vector illustration of two geometric agent shapes passing a document through a small checkpoint gate, teal accent on a near-black background

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.

27 October 2026 · Winnit Team

Abstract illustration of a dial with a checkpoint gate, representing deciding how much autonomy to give an AI agent

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.

20 October 2026 · Winnit Team