Fractional AI Officer · RevOps Architecture
AI is already in your revenue engine. Nobody is driving.
You bolted AI onto your go-to-market one tool at a time. It accumulated. Now it is noise. Sophizo architects it into one system that reads the signals your revenue is already giving off, and acts on them before the number moves.
The Problem
Every growing SaaS has an AI problem it cannot see.
Over the last two years you added tools. A forecasting bolt-on here, an AI notetaker there, a scoring model, a chatbot. Each promised leverage. None of them talk to each other. Data piles up faster than anyone can use it, the forecast is still a gut call in a spreadsheet, and the AI you pay for forgets everything the moment a chat ends. That is not transformation. That is accumulation.
Siloed tools.
Every point solution hoards its own data and its own version of the truth.
Lagging dashboards.
You see the number after it already moved. By then it is history, not a decision.
AI with amnesia.
It cannot remember your business and it will confidently make things up.
The Shift
Revenue leaves a signature before the number moves.
I spent over a decade reading markets as a technician, learning that price tips its hand in patterns long before the move shows up on the tape. Revenue is no different. A deal decelerates. Sentiment shifts on a call. Usage dips. A champion goes quiet. The signal is there weeks before it reaches your forecast. Most teams are staring at lagging dashboards, reacting to the number after it has already turned. The Signal Stack is built to catch the signal, not the aftermath.
The Signal Stack
Your revenue engine, architected.
Every signal, source, and output connected into one graph the AI can actually reason over. Drag a node to explore it.
Engagements
Three ways to put a driver in the seat.
Fractional AI Officer.
Embedded leadership to architect and run your AI revenue system. For teams that need a driver now, not a six figure hire and a year of ramp.
RevOps Architecture.
Rebuild the plumbing. Forecasting, pipeline hygiene, attribution, and routing, all running on one grounded source of truth.
GTM and Signal Strategy.
Turn your data into an early warning system for churn, risk, and expansion, wired to the exact moves your team should make.
Who Is Driving
Who is driving.
John Utley, founder of Sophizo. Early employee at three companies that went public. Senior roles at IBM, Salesforce, HCL Software, and Nintex. A market technician by training. I have built the forecasting systems, run the revenue orgs, and read the markets. Sophizo is where those three converge.
Find out what your revenue is already telling you.
A working session, not a pitch. We map where AI is accumulating in your engine and what it would take to architect it.