A blueprint for how AI agents run a real business — one Chief agent, a named lead for every function, and the task agents beneath them. Generic by design; drop your own operation under Operations.
◇ YOU — founder / team
A
Ada · Chief Agent
Chief of Staff — your single point of contact
Give it a plain-language task → it routes to the right function lead → merges their answers back to you.
▸ Brief AdaOpus · orchestrator
Function Leads
Tap a lead to collapse its team · tap + Warehousing under Operations to open a vertical
Operations ▸ Vertical
Warehousing
The example vertical built under Operations — same shape, its own specialist task agents.
Stock & Inventory
Live counts, low-stock & discrepancy alerts
Pick-Path / Slotting
Optimises pick routes & where SKUs live
Goods-In
Books deliveries, checks POs, flags shortages
Dispatch & Labels
Picks courier, prints labels, tracks parcels
Returns
Triages RMAs, restocks, spots return patterns
Swap Warehousing for Manufacturing, Field Service, Hospitality, Clinic or any operation — the Operations lead just gets a different specialist team beneath it.
Legend
The stack behind each agent
Nothing exotic — off-the-shelf models + automation, wired per function. This is the key for the whole blueprint.
◇
Human
Owner or employee — briefs a lead, reviews & approves outputs. Always in the loop.
◆
Chief agent · Opus
Orchestrator. Routes tasks to leads, merges answers. Your one front door.
■
Function lead · Sonnet
Owns a domain, holds its knowledge base, delegates to its task agents.
▫
Task agent
One job, done well — draft this, update that, chase this. Cheap + fast.
⚙︎
Automation
Make / n8n — the triggers, schedules and hand-offs that run without you.
◎
Voice
Call a lead and talk to it like a colleague.
⧉
Tools
CRM, inbox, docs, spreadsheets, data — connected via MCP / APIs.
▤
Knowledge base
Each function's private, gated "brain" — clean data = useful agents.
How people use it: staff brief a function lead by chat or voice for their day-to-day. Execs query any lead's brain over Slack / WhatsApp ("how many new leads this week?"). Leads pass context sideways so Sales knows what Marketing just shipped.
N
Nova
Marketing lead
Live demo · Cloudflare Workers AI + ElevenLabs · replies are illustrative