Applied Work

Case Studies

Three operating systems we’ve built and still run. Unified data, automations, and AI for real businesses.

ATG Media

Digital media company running influencer marketing campaigns for music labels and brands.

Digital Media Influencer Marketing < 20 people

Engagement

18+ months

The Problem

Campaign ops running on spreadsheets and a rudimentary Airtable base

ATG was running multi-thousand-dollar influencer campaigns on spreadsheets and a rudimentary Airtable base. No automation, no permissions, and a business growing faster than the setup could keep up with.

What We Built

Centralized campaign management system

Creator roster with multi-handle tracking, permissions, and visibility rules

Automated invoicing pipeline

Profile scraping for real-time engagement metrics

Post-performance tracking to measure ROI per creator

Renjoy

Airbnb management company managing short-term rental properties for owners across Colorado Springs and beyond.

Property Management Short-Term Rental ~15–25 people

Engagement

3+ years

The Problem

High-volume property data scattered across disconnected SaaS tools

Renjoy was a growing Airbnb management company. Three founders pooling their properties and taking on new clients. Short-term rentals generate an enormous amount of data per property (maintenance schedules, thermostat locations, filter changes, reservations, reviews, employee time logs) and no off-the-shelf tool could capture it at the resolution they needed. Data was scattered across multiple SaaS products with no single source of truth.

What We Built

Central operational hub connecting every part of the business

Data pipelines from all major SaaS tools via Make.com and API integrations

30,000+ reservations, reviews, property details, and employee data unified

Custom workflows combining data from multiple platforms into single views

AI-powered reporting: auto-generated maintenance reports and owner updates

Owner-facing portal: property owners see revenue, reservations, and maintenance history per unit

Interlude Studios

Creative studio producing branded content and artist-driven projects for labels and brands.

Creative Production Content Agency < 15 people

Services

Creative Ops + AI

The Problem

Full project lifecycle managed across disconnected tools

Every project involves pre-production, production, and post-production, with freelance crew, expenses, client briefs, and invoicing all needing to be tracked. They needed one system to manage the full lifecycle instead of juggling disconnected tools.

What We Built

Full project management system integrated with HubSpot. Closed deals auto-create projects

Production pipeline: briefs, task tracking, timelines, resource planning, and expense logging

Internal creative database: freelancer profiles, payment tracking, and persistent notes

AI-powered invoicing: upload a Bill.com PDF and AI extracts data, creates the record, and links it to the right project(s)

Full financial tracking: AR (invoices, payment status, overdue alerts) and AP (crew payments, project expenses)

Client-level analytics: revenue per client, project profitability, and overall business health

Ready to build your system?

No pitch deck, no pressure. Just a conversation about whether we can help.

Book a free call