AI Agents for Small Teams: Role-Based Helpers With Human Review
aiagents
How to describe an agent in plain English for quotes, proposals, or competitor tracking, and keep a person approving what reaches customers.
"AI agent" can sound like software that runs your business unattended. That isn't the idea here. Constella AI agents are role-based helpers that work from your team's memory, within rules you set.
How you create one
You describe the job in plain English, no code. For example: "Find the last price and discount for this client and show the current supplier cost."
Four starter agents
- Quotes helper: surfaces last price, discount, and current cost, each cited
- Proposal helper: drafts from your winning proposals
- Competitor watcher: tracks what competitors publish
- Customer-answers helper: drafts replies from past answers
Why the human step matters
Agents prepare work. A person reviews before anything reaches a customer. For actions that matter, you approve them first.
What they can see
An agent only works with the material in projects you've shared with it. Permissions and zero data retention terms with AI providers are covered on the trust and controls page.
Where to start
Pick the task your team repeats most often, build one agent, and test it on five past examples. Compare the output to what you actually sent. If it's close and the sources check out, expand from there. Larger organizations can look at Constella for enterprise for governance.