Every build is different because every agency operates differently. Here’s what happened when we mapped the bottlenecks and installed the systems.
OFM agency managing 8 models · $30K–$40K/month revenue · 6 chatters + 2 managers
The problem: The owner was the single point of failure for everything. Model onboarding took 3–5 days of manual setup. Chatter performance was tracked in a spreadsheet that was always out of date. Revenue numbers only became clear at end of month. Content scheduling ran through Telegram DMs. Every new model added made the entire operation more fragile.
What we built: Complete model onboarding automation (one trigger starts the full sequence), real-time chatter performance dashboards, cross-platform revenue intelligence with model-level profitability tracking, content pipeline with approval workflows, AI knowledge base for the team, and automated daily reporting.
The result: Owner went from being in every decision to checking a dashboard once a day. The agency onboarded 3 new models in the following month without adding headcount. Chatter quality improved because the team finally had visibility into their own performance metrics.
“I didn’t know this was possible. He came in, learned my entire business in an hour, and by the end of the day I had systems that would’ve taken me months to build myself.”
— Agency Owner, Dubai
OFM agency managing 14 models · $65K–$80K/month revenue · 12 chatters + 3 managers
The problem: This agency had grown fast and was held together by a patchwork of tools — Trello for task management, Google Sheets for revenue, Telegram for everything else. They had 3 managers whose full-time job was essentially being human middleware between systems. The owner wanted to scale to 20+ models but couldn’t justify the additional management overhead.
What we built: Centralized operations dashboard replacing Trello + Sheets, automated model onboarding with compliance checklists, chatter performance tracking with shift-level granularity, revenue intelligence with per-model P&L and payout automation triggers, escalation workflows for high-value conversations, and a knowledge base trained on their specific SOPs.
The result: Two of the three manager roles were eliminated — not through layoffs, but by moving those people into revenue-generating roles. The third manager now oversees 14 models with less effort than they previously spent on 8. The agency scaled to 18 models within 60 days of the build.
“We were paying three people to do what a system should be doing. Now those people actually make us money instead of managing spreadsheets.”
— Agency Owner, London
OFM operator with 4 models · $18K–$22K/month revenue · 3 chatters, no managers
The problem: Classic solo operator who had grown past what one person could manage but hadn’t yet built the systems to support a team. Every model onboarding was a personal project. Revenue tracking was “check each platform and add it up in my head.” Content was posted manually. The chatters had no performance visibility and no documentation to follow.
What we built: Streamlined onboarding flow (reduced from the owner’s 2-day personal process to a 20-minute automated sequence), revenue dashboard with daily updates across all platforms, content scheduling system, and a chatter knowledge base with scripts, escalation rules, and FAQ responses.
The result: The operator went from 4 models with no room to grow to 8 models within 30 days. More importantly, they hired their first manager and that person was productive from day one because the systems and documentation were already in place. The agency crossed $40K/month within 60 days.
“I was the entire system. Now I have an actual business with actual systems. The difference in my stress level alone was worth the investment.”
— Agency Operator, Miami
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