Newsletter / Case study

Stepped out of ops and scaled to $100K/mo (without hiring)

Sam Shah runs The Fraction. He went from $50K MRR trapped in delivery to $100K+ MRR barely working in the day-to-day. Here's the transformation.

RI
Romans Ivanovs
Founder, Big Growth Group
Apr 2026 5 min read

Sam Shah runs The Fraction, an agency that helps corporate professionals become fractional consultants. Here's where he started and where he is now.

Point A

Where Sam was

  • ~$40-50K MRR
  • Founder trapped in delivery, every escalation and every decision routed through Sam
  • Scaling ads but couldn't turn them on without the back end collapsing
  • No delivery model that could hold weight
  • Brute-forcing revenue to cover structural cracks
  • Constant low-grade anxiety
Point B

Where Sam is now

  • $100K+ MRR with 60 active clients in a given month
  • A lean team absorbing far more clients with zero quality degradation
  • Delivery and ops built to scale up and down on demand
  • Sam barely works in the day-to-day
  • A general manager doing meaningful work she enjoys, not firefighting
  • No anxiety

The cage he built himself

Sam was doing what a lot of agency founders do at his stage. Brute-forcing revenue, closing deals, personally holding together a delivery machine that was one bad week away from cracking.

Things were moving. But Sam knew something was about to break.

"It's not so much that we had a problem. It's more so that we knew we were going to have a problem if we didn't fix it first."

Here's the thing about agency founders who are good at sales. They solve everything with more revenue. They close harder, run faster, and stack more clients on top of a delivery model that was never built to hold weight. Sam knew that pattern. Because he'd lived it.

"Running the agency pre-Romans and Kristina, it was riddled with anxiety. Just figuring out what the issues were so we can fix them before they happened just created a whole bunch of anxiety."

The fork in the road

The fork in the road

Sam had already been thinking about hiring someone fractionally to help with ops. But he'd seen enough consultants to know the difference between someone who documents your problems and someone who actually fixes them.

"Romans and Kristina kind of demonstrated to me that it's not going to be any old kind of fractional person. There's a very specific kind of model and a specific methodology that needs to be leveraged in order to be successful."

Into the deep end

Into the deep end

What happened next is the part operational and transformation engagements skip entirely. We didn't come in and tinker with screws and wires. We mapped the entire business - delivery model, KPIs, roles, bottlenecks, client success metrics - to understand where the leaks actually were. We later used it to create a data layer inside his agency.

Here's what Sam discovered. The real problem wasn't any single bottleneck. The business had no layer between Sam and everything else. Client escalations, quality issues, operational decisions, they all routed through one person, and that person was already maxed out.

That's the pattern we see across the agencies we talk to between $500K and $3M. The founder is the delivery model, and until that changes, nothing else can.

We ran weekly meetings. We answered ad hoc questions fast. Kristina took ownership of the process mapping. We didn't hand Sam a binder of SOPs and wish him luck. We built the machine with him, inside his business, week by week.

The Leverage Model

The Leverage Model

There are two ways an agency can be structured. We show both to every client we work with.

The first is the Dependency Model. The founder at the base, holding all the weight. Operations stacked above. Delivery above that. People at the top. It looks like a pyramid because it is one, and the founder is the load-bearing wall. Pull them out and the stack collapses. That was Sam's business.

The second is the Leverage Model. The founder moves to the top, architect and owner, not load-bearer. Between them and the day-to-day sits a layer that doesn't exist in most agencies at this stage: data, AI, and systems. That layer connects to people, delivery, and operations below it. The founder sets direction. The machine handles operational execution. Sam's job was to rebuild where he stood in relation to it.

The transformation

The transformation

The outcome was a fundamentally different business.

  • $100K+ MRR with 60 active clients in a given month
  • A lean team absorbing far more clients with zero quality degradation
  • Delivery and ops that scale on demand
  • Sam barely working in the day-to-day
  • A general manager doing meaningful work, not firefighting
  • A repeatable growth model Sam can apply to any future business
  • No anxiety

Sam barely does any work now. His words, not mine.

The next step

Where is founder dependency sitting inside your business?

The Founder Dependency Audit is a structured diagnostic across delivery and operations, sales systems, decision frameworks, team structure, and AI. We pinpoint exactly where you're the load-bearing wall, and the sequence of changes that removes it without breaking what already works.

See where your agency depends on you

- Romans