Agent Architecture

notion image
A team of specialized AI agents with defined roles, running scheduled work across your business without being asked.
Category
Agents & Automation
Return
4–6 hrs / week
Stack
Claude · MCP · Notion

The Problem

⚙️
Most businesses use AI as a chat window: one person, one prompt, one answer, then everything resets. The work of remembering, scheduling and coordinating stays human. That's a talented employee used as a search box.

The Solution

A team of AI agents, each with a defined role, written instructions and a schedule. One triages tasks, one drafts content, one watches follow-ups, one prepares briefings. They share your workspace as a common memory, and the repetitive parts of the week run whether you're at the desk or not.

How It Works

  1. We map your recurring work and split it into roles, the way you would design jobs for a small team.
  2. Each agent gets an instruction page: its job, its sources, its output format and its boundaries.
  3. Agents connect to your Notion workspace through MCP, reading and writing to the same databases you use.
  4. Scheduled runs put each agent on a rhythm: daily for briefings and triage, weekly for reviews and reports.
  5. Every output lands in your workspace for review, and the instruction pages evolve as the business does.

Built With

  • Role-based instruction pages, one per agent
  • Claude with MCP access to the shared workspace
  • Scheduled tasks that run the rhythm without prompting
  • Custom skills that encode your repeatable procedures
It's the layer that runs the other systems: the Morning Brief, the Inbox Management and the Follow-Up Engine each run as agents inside this architecture. This is the heart of Automation & Agents.

What You Get

  • A documented AI team with roles, instructions and schedules
  • Recurring work that happens without you starting it
  • One shared memory, so every agent works from the same truth
  • An architecture that grows by adding a role, the same way a company does

The Numbers

~1

Week for the first two agents

4–6

Hours back every week

~3

Weeks to pay for itself
The first two agents take about a week, and the architecture grows incrementally from there. Once four or five roles are running, it returns four to six hours a week of delegated work, and each new role raises the ceiling.