Completed at

Brave Little Beast

Automation & Tools

Built automation and internal tools to reduce manual coordination, streamline workflows, and improve operational efficiency across project delivery.

Context

As project volume increased, many parts of the workflow still relied on manual coordination.

Tasks like assigning work, updating statuses, routing requests, and tracking project data required constant oversight. While the core systems were in place, the day-to-day operation of those systems still depended heavily on human intervention to actually take place and let work begin.

This created:

  • Repetitive manual work across the team

  • Delays in task routing and status updates

  • Increased risk of human error

  • Time spent managing the system instead of using it

To scale effectively, the system needed to run more autonomously.

As project volume increased, many parts of the workflow still relied on manual coordination.

Tasks like assigning work, updating statuses, routing requests, and tracking project data required constant oversight. While the core systems were in place, the day-to-day operation of those systems still depended heavily on human intervention to actually take place and let work begin.

This created:

  • Repetitive manual work across the team

  • Delays in task routing and status updates

  • Increased risk of human error

  • Time spent managing the system instead of using it

To scale effectively, the system needed to run more autonomously.

As project volume increased, many parts of the workflow still relied on manual coordination.

Tasks like assigning work, updating statuses, routing requests, and tracking project data required constant oversight. While the core systems were in place, the day-to-day operation of those systems still depended heavily on human intervention to actually take place and let work begin.

This created:

  • Repetitive manual work across the team

  • Delays in task routing and status updates

  • Increased risk of human error

  • Time spent managing the system instead of using it

To scale effectively, the system needed to run more autonomously.

Intervention

I introduced an automation layer and built internal tools to reduce manual work and improve how information moved through the system.

This focused on three areas:

Workflow Automation (ClickUp)

  • Automated task status updates based on project progression

  • Triggered notifications for ownership changes and upcoming work

  • Reduced manual coordination required to move tasks between stages

  • Maintained system accuracy without constant oversight

System Integrations (Zapier)

  • Connected tools to ensure data flowed cleanly between systems

  • Automated movement of information from intake into project workflows

  • Reduced need for manual data entry and handoffs

  • Ensured consistency in how work entered and moved through the system

Internal Tools (Claude, Lovable, and Base44)

  • Developed a pricing model app to improve project scoping and margin consistency

  • Developed an agency financial model app that allowed us to forecast our revenue and make informed financial decisions

  • Created utilities that reduced reliance on spreadsheets and manual calculations

  • Enabled faster, more informed decisions around pricing and project planning

The goal was not to automate everything, but to automate the right things. Removing repetitive coordination work while keeping the system flexible and easy to use was key.

I introduced an automation layer and built internal tools to reduce manual work and improve how information moved through the system.

This focused on three areas:

Workflow Automation (ClickUp)

  • Automated task status updates based on project progression

  • Triggered notifications for ownership changes and upcoming work

  • Reduced manual coordination required to move tasks between stages

  • Maintained system accuracy without constant oversight

System Integrations (Zapier)

  • Connected tools to ensure data flowed cleanly between systems

  • Automated movement of information from intake into project workflows

  • Reduced need for manual data entry and handoffs

  • Ensured consistency in how work entered and moved through the system

Internal Tools (Claude, Lovable, and Base44)

  • Developed a pricing model app to improve project scoping and margin consistency

  • Developed an agency financial model app that allowed us to forecast our revenue and make informed financial decisions

  • Created utilities that reduced reliance on spreadsheets and manual calculations

  • Enabled faster, more informed decisions around pricing and project planning

The goal was not to automate everything, but to automate the right things. Removing repetitive coordination work while keeping the system flexible and easy to use was key.

I introduced an automation layer and built internal tools to reduce manual work and improve how information moved through the system.

This focused on three areas:

Workflow Automation (ClickUp)

  • Automated task status updates based on project progression

  • Triggered notifications for ownership changes and upcoming work

  • Reduced manual coordination required to move tasks between stages

  • Maintained system accuracy without constant oversight

System Integrations (Zapier)

  • Connected tools to ensure data flowed cleanly between systems

  • Automated movement of information from intake into project workflows

  • Reduced need for manual data entry and handoffs

  • Ensured consistency in how work entered and moved through the system

Internal Tools (Claude, Lovable, and Base44)

  • Developed a pricing model app to improve project scoping and margin consistency

  • Developed an agency financial model app that allowed us to forecast our revenue and make informed financial decisions

  • Created utilities that reduced reliance on spreadsheets and manual calculations

  • Enabled faster, more informed decisions around pricing and project planning

The goal was not to automate everything, but to automate the right things. Removing repetitive coordination work while keeping the system flexible and easy to use was key.

Results

The system became more self-sustaining, requiring less active management while maintaining reliability and clarity.

Reduced manual coordination required to manage workflows

Faster routing of tasks and requests across the team

Improved accuracy of project data and system visibility

Lower risk of human error in repetitive processes

Increased efficiency by removing low-value operational work

Freed up time for higher-impact work across the team

Design Principles

Automate Repetition, Not Judgment

Automation was applied to predictable, repeatable tasks. Never to decision-making.

Reduce Friction

Each automation was designed to simplify the system, not make it harder to understand.

Minimize Manual Oversight

The goal was to reduce reliance on individuals to keep things moving.

Build for the Real World

Tools and automations were designed around how the team actually worked, not how it should work in theory.

A Defining Shift

Before implementing this layer, the system required constant manual input to stay accurate and up to date.

After implementation, much of that work was handled automatically. The system became more reliable, faster, and easier to maintain, all without increasing complexity for the team.

Reflection

Automation is most effective when it removes friction without removing clarity. The goal wasn’t to build complex systems, but to create a more efficient version of how the team already worked.

Automation is most effective when it removes friction without removing clarity. The goal wasn’t to build complex systems, but to create a more efficient version of how the team already worked.

Want to work together?

Send me a message

Copyright © 2026 Adam Hayman. All rights reserved.

Want to work together?

Send me a message

Copyright © 2026 Adam Hayman. All rights reserved.

Want to work together?

Send me a message

Copyright © 2026 Adam Hayman. All rights reserved.