AI for business

Flat illustration of two people passing a baton with a warning sign between them and a gear to the side, representing a broken handoff

Why won't a new AI tool fix a broken handoff? Members Public

Short answer: automating an undefined handoff usually speeds up the mess. Before buying an agent, define who hands over what, to whom, with which information and how completion is confirmed.

Jonathan Canales
AI for business
Flat illustration of two bar charts, before and after, with a gauge in the middle and a checkmark above, representing how to measure an AI pilot

How can you tell whether your AI pilot actually helped? Members Public

Short answer: measure the whole process before and after, not just the speed of the first draft. A pilot helps if a useful metric improves without driving up errors, reviews, cost or risk.

Jonathan Canales
AI for business
Flat illustration of three pedestals: a chat bubble, a headset and a person with a gear highlighted in orange, representing chatbot, copilot and agent

Do you need a chatbot, a copilot or an AI agent? Members Public

Short answer: choose by action and authority, not the marketing label. If you need answers or drafts, try a chatbot. If a person needs suggestions inside existing tools, consider a copilot.

Jonathan Canales
AI for business
Flat illustration of a person and an AI brain on either side of a checklist with a team badge, representing who owns the work

Who owns the work when an AI agent participates? Members Public

Short answer: a person remains accountable for the result. A tool can research, draft, sort or execute bounded steps, but someone must define the outcome, review exceptions, approve consequential actions and correct mistakes.

Jonathan Canales
AI for business
Flat illustration of a checklist clipboard and a magnifying glass with a question mark, representing questions to ask an AI vendor

What should a founder ask an AI agent vendor before buying? Members Public

Short answer: ask for a demo of one bounded process using test data, then verify permissions, quality, total cost and exit terms. A vendor can explain what it built; your team must check whether it works with your exceptions.

Jonathan Canales
AI for business