Business Systems Architect

I built systems inside businesses before I built them for businesses.

For years, I worked embedded inside small businesses as an operations contractor. Building CRMs from scratch, writing SOPs, integrating tools, documenting the workflows that were living in the founder's head.

Kristy Murray - Business Systems Architect

The Reality

The Reality of Scaling

For years, I worked embedded inside small businesses as an operations contractor. Not as an outside consultant advising from a deck — inside. Building CRMs from scratch, writing SOPs, integrating tools, documenting the workflows that were living in the founder's head.

I saw what happened when businesses tried to grow before their operations were ready. The same breakdown, over and over: everything running through the owner, teams that couldn't function without constant direction, and tools added to solve symptoms instead of root causes.

Operations consulting inside a business
Automating business processes with AI

When AI entered the picture, it made things worse before it made them better. Businesses started automating broken processes — just moving chaos faster.

That's not how it works. That's not how any of this works.

My approach starts with the foundation, not the tools.

Before I touch automations, I learn how work actually flows through your business - where decisions get made, where handoffs break, what's living in the founder's head that shouldn't be. Then I build the system. CRM architecture, workflow logic, AI integrations, process documentation. A complete operating infrastructure, not a collection of disconnected tools held together by good intentions.

This is what it means to be a Business Systems Architect. Not someone who tells you what to build and sends you a Loom. Someone who builds it.

Who I Build For

I work with service-based businesses - coaches, consultants, agencies, and professional service firms - in the $200K-$5M revenue range who've hit the founder ceiling. The businesses where the owner is smart, capable, and completely buried in the day-to-day because there's no infrastructure underneath them.

If that's where you are, the Ops Audit is where we start.

Ready to rebuild your infrastructure?

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