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AI AGENT

Monthly Report Generator

Turns a month of client work tracked in Notion into a polished, channel-by-channel status report — generated, formatted, and dropped in your inbox as a draft to review before it reaches the client.

Video overview
MindStudio Notion

THE STORY

Agent Overview

Many consultants, agencies, and service providers track their work throughout the month but still spend hours assembling client reports.


I wanted to explore whether AI could automate that process by reading directly from the Notion database where the work is already being tracked and generating a professional monthly report. The workflow was designed to scale across multiple clients, reducing the effort required to create reports one at a time. Rather than sending reports automatically, it produces drafts for review first, keeping human judgment in the loop.

What it does

  • Retrieves activity data from Notion
  • Filters completed work for a reporting period
  • Groups related activities into report sections
  • Summarizes accomplishments and progress
  • Generates a client-ready report draft
Clients don’t need activity logs.
They need meaningful summaries.

WATCH

Video Walkthrough

THE PAYOFF

What You Get

Instead of manually compiling activities from across the month, you receive a client-ready report draft generated from work already recorded in Notion.

  • A summary of completed work during the reporting period
  • Activities organized by category or service area
  • Key accomplishments and progress highlights
  • A consistent reporting format across clients
  • A draft report ready for review before delivery

As client counts grow, the same workflow can generate reports across multiple accounts without requiring the same manual effort each month.

Sample Monthly Performance Report — a summary header with total tasks, completed, active channels, and key reports, followed by an Activity by Channel breakdown across Email Marketing, Google Business, Trip Advisor, Website, and Zuppler Coordination, each task showing its business impact and a status badge.
The generated report — accomplishments grouped by channel and task type, each with its business impact and status.

INSIDE THE BUILD

The MindStudio Workflow

This report generator is built in MindStudio as a child agent — one piece of a larger system where a central orchestrator calls it once per client. Here it’s running on its own test workbench, so the logic can be validated in isolation before the orchestrator drives it.

The Monthly Report Generator MindStudio workflow — Start on a test workbench, set the input variables, call Notion, then branch on whether any data came back: a no-data message ends the run, otherwise the response is normalized into a simpler DTO, an HTML report asset is generated, and a Gmail draft is created before the run ends.
The MindStudio workflow — from querying Notion for the client’s tasks, to normalizing the data, to rendering the HTML report and creating a draft.

Design decisions

The challenge wasn’t generating the report—it was turning operational task data into something meaningful for the client.


Activities are often recorded as individual tasks, while clients want to see progress and accomplishments. To bridge that gap, the workflow groups related activities into report sections before generating the final summary. Notion provides the source data, while MindStudio generates the report.

Technologies & integrations

  • MindStudio
  • Notion

See it in action

Want a live demo?

If you’d like to see this agent in action, I’d be happy to walk you through a live demo and how it works end to end. Reach out and let’s talk.

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