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OpRun.

Seventeen AI agents and one rule: a human approves anything risky.

An AI company with six departments that writes code, drafts marketing and does research, while the founder talks to just one agent.

  • AI
  • Our company
agents
17
departments
6
approval tiers
3

The situation

Running two businesses meant the back office never ended. We wanted AI that could take whole tasks off the list without being trusted blindly.

Built with

  • Python
  • FastAPI
  • Redis
  • SwiftUI
  • Claude

What we built

  • One orchestrator that takes requests and routes them to six department heads (development, marketing, finance, design, research, operations), each with specialist workers.
  • Three approval tiers. Reversible work runs on its own; a fixed list of risky actions always waits for a human; everything else escalates up the chain.
  • An outcome judge that checks every result against the original request before a task counts as done.
  • A native macOS cockpit with a live agent tree, approvals queue, chat and per-agent usage. Rex built the first version of its own cockpit.

The same approval-first design goes into every AI agent we build for clients.

In the product.

A sample mission. The real cockpit runs on Shah’s Mac.

Rex
MissionsAgentsApprovals1ChatVaultMemoryUsage
Mission (sample)
Draft the October newsletter and schedule the posts
RexOrchestrator
Dev leadMarketing leadCFODesign leadResearch leadOps lead
Content writerMarketingCampaign plannerMarketing
17 agents · 6 departmentsSample data
Approvals
Needs your yesMarketing lead wants to send the newsletter to the subscriber list.ApproveDecline
Always needs a human:sending to customers, moving money, deleting data

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(647) 858-5467
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