What is agent assist?

Why it matters

Agent assist is the safest first deployment of AI in support and the most commonly over-priced. It reduces handle time and onboarding time without customer-facing risk, but it does not reduce the number of contacts a human must touch, so its ceiling is efficiency rather than capacity.

What to know

• It compresses new-agent ramp time more than it compresses experienced-agent handle time.
• Summarisation at handoff is usually the highest value feature and the least demoed one.
• Suggested replies degrade quality if agents accept them without reading, so measure edit rate.
• It is frequently sold as a separate paid add-on on top of a seat licence, which stacks the bill.
• Because the human is the last check, it carries a fraction of the risk of customer-facing automation.

An example

Example: an agent opens an escalated ticket and reads a three-line summary of the twelve messages that preceded it, with the relevant policy already retrieved. The saving is not the typing, it is not having to reconstruct the situation from scratch.

Common mistakes

• Buying agent assist expecting it to reduce headcount, which it does not
• Not measuring how often agents edit suggestions before sending
• Paying an AI add-on price for what is essentially better search
• Deploying it without measuring onboarding time, where the real gain sits

Questions