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How AI Agents Are Changing the Way Teams Work

SOSam Okafor· Founding EngineerJune 5, 20266 min read

Most AI tools today are generalists — the same chat window whether you're in sales, finance, or support. That's convenient, but it means the tool knows nothing in particular about your invoices, your pipeline, or your open tickets unless you tell it, every single time.

Specialized agents flip that. A Finance Agent already knows what an overdue invoice looks like in your systems. A Sales Agent already knows which deals have gone quiet. You're not prompting a blank slate — you're asking someone who already did the homework.

Coordinated, not siloed

The interesting part isn't any single agent — it's that they share the same underlying brain. When the Sales Agent flags a client as at-risk, the Support Agent already sees the open tickets that explain why, and the Finance Agent can immediately surface whether that client has an outstanding balance.

  • Sales Agent — leads, pipeline, calls, revenue
  • Finance Agent — invoices, payments, expenses
  • Support Agent — tickets, SLAs, customer health
  • CEO Agent — a daily synthesis across all of it

That's the shape of the product we're building toward: not one assistant that knows a little about everything, but a team of agents that each know a lot about one part of the business — and never stop talking to each other.

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