Use Cases

AI agent use cases for the work that slows teams down

Start where the business already feels friction: slow follow-up, repetitive support, scattered admin work, sales prep, and operational handoffs.

Where to start

Find the bottleneck your team already complains about.

The best first agent usually supports a visible workflow with repeated inputs, clear handoffs, and a measurable business outcome.

Good candidates

Useful agents are installed around real operational patterns.

  • The same request or task happens every week
  • The workflow crosses inboxes, CRMs, docs, or spreadsheets
  • Staff already follow informal rules for what happens next
  • The agent can draft, summarize, route, or update with clear review points
  • Success can be measured by time saved, response speed, or fewer missed steps
How to choose

Pick the use case with the clearest operational pain.

The strongest first use case is not always the biggest idea. It is the repeated task where delay, inconsistency, or manual copying already costs the team time, revenue, or customer trust every week.

Scoping questions

Before building, make the workflow specific.

  • What triggers the workflow and how often does it happen?
  • Which records or messages does the agent need to read?
  • What should the agent draft, route, update, or escalate?
  • What metric proves the use case is worth expanding?
Start focused

Choose one use case.
Prove the agent earns its place.

Talk through your workflow