About Sophizo
Most AI advisors will sell you a tool.
We rebuild the system underneath.
Sophizo is a fractional AI and Revenue Operations firm for growth-stage B2B companies. We do not run pilots. We rebuild the operating layer your revenue runs on.
Founded by John Utley. Building with AI since 2016. Headquartered in Seattle.
What We Believe
Four convictions the market is finally catching up to.
We get hired because of these. We get fired by people who disagree with them. Both outcomes save everyone time.
01
Most AI deployments fail at the architecture, not the model.
The model is rarely the bottleneck. Bad data plumbing, missing process discipline, and unclear decision rights are. Fix the operating layer first. Then the AI compounds.
02
Forecast accuracy is a leadership problem, not a tool problem.
If your CRO cannot defend the number to your CFO inside 90 seconds, no Salesforce dashboard will save you. Forecasts hold under pressure when the architecture underneath holds.
03
Below $100M ARR, fractional beats full-time.
A $400K AI executive at $20M ARR burns runway and arrives without context. Fractional senior leadership shows up wired into your P&L from week one and exits when your team can run it.
04
If your team cannot run it without us, we built the wrong thing.
Capability transfer is the deliverable. Anything else is a dependency, billed hourly, that quietly becomes a liability on your operating plan.
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Founder
Building with AI since 2016. Years before the market knew what to call it.
John founded Sophizo on a single observation: the companies that win with AI are not the ones with the biggest budgets. They are the ones with the right architecture underneath.
That conviction came from inside the operating room. Eleven-plus years in financial services. Engineering roles at IBM and HCL Software. A fintech SaaS journey from $3M to $75M ARR through IPO. Co-founding an SEC-approved BTC and ETH algorithmic hedge fund built on 14,000-plus hours of technical analysis study.
AI was never a trend to chase. It was the operating layer that made every system compound. Sophizo brings that same discipline to growth-stage revenue motions: rigorous, fractional, and built to transfer.
2016
AI Practitioner
11+ Yrs
Financial Services
SEC
Algo Architect
14,000+
TA Study Hours
3 IPOs
Revenue Architect
What We Actually Do
Six capabilities. One compounding system.
Every engagement is scoped to your stage, your data reality, and the outcomes you defend to your board.
Agentic AI Architecture
Compound AI systems wired into your revenue motion. Every agent, every workflow, every automation traces back to a measurable outcome.
Revenue Operations Engineering
Pipeline architecture, predictive forecasting, conversion analysis, GTM alignment. The operating system your revenue team runs on.
Predictive Pipeline Intelligence
CMT-trained pattern recognition on your pipeline signals. Momentum shifts and conversion resistance surfaced before they hit your CRM.
AI Governance & Risk
Inventories, acceptable-use policies, vendor frameworks, ethics charters. Governance your board, your investors, and your auditors can read.
Fractional Leadership
Senior AI and RevOps strategy without a $400K hire. Embedded in your leadership team, accountable to your P&L, scoped to your stage.
Capability Transfer
Your team learns to operate, iterate, and extend what we build. The exit ramp is in the contract from day one.
Operator Receipts
Numbers from inside the operating system. Not the slide deck.
ForecastIQ was built inside HCL Software on a $180M revenue engine. Forecast accuracy moved from 61% to 97% over 18 months. That methodology runs every Sophizo engagement.
2,400%
ARR Growth*
$3M to $75M in 24 months
47%
Cycle Compression*
78 days down to 41
95%+
Forecast Accuracy*
Board-grade confidence
$4.3M+
ARR Protected*
Predictive risk signals
*Aggregate results across operator engagements 2018-2024. Individual results vary.
The honest part nobody else says
Enterprise AI consulting assumes millions of training examples. The reality at $5M to $100M ARR is eight hundred closed deals in your CRM, thirty percent of them with missing fields. Useful AI on thin, noisy data starts with retrieval and rule-based scoring, deploys enrichment to fill the gaps, and graduates to predictive models only when the substrate can support them. Anyone selling custom ML on a current SMB data set is selling you a science project.
How to Start
Three doors. Pick the one that matches your urgency.
All three lead to the same architecture. They differ in commitment level. Choose the one your operating reality demands today.
Free. 90 seconds.
Revenue Architecture Audit
Pick your seat (CEO, CFO, CRO, CMO, RevOps). Answer seven questions. Walk away with your archetype, weakest dimension, and a 90-day starting point. Ungated.
$2,500. Two weeks.
Diagnostic Sprint
Full architecture review of your AI stack, pipeline data, forecast logic, and governance posture. Ends with a board-ready findings doc and a prioritized 90-day plan you can act on with us or without us.
30 minutes. No pitch.
Discovery Call
A working conversation, not a sales call. Bring a real problem. Leave with a sharper diagnosis and a clear next step. Whether you work with Sophizo or not.
An Honest Filter
If any of these are true, we are not the right firm.
Disqualification is a service. We would rather lose the lead than waste your quarter.
You want a vendor to manage at arm's length. We embed in your team or we do not engage.
You want a 90-page strategy deck. We ship governance artifacts, working agents, and a transfer plan.
You want pilots that prove a tool works. We rebuild the operating layer underneath the tool.
A Differentiator No One Else Has
Most advisors read your pipeline in a spreadsheet.
We read it the way a CMT reads a market chart.
A Chartered Market Technician is trained to read patterns in complex, high-noise data streams. Trend strength, reversal signals, support and resistance, momentum shifts. All visible before they show up in the obvious numbers.
It is the same discipline behind the SEC-approved algorithmic trend-trading system that powered Sophizo's co-founded BTC and ETH hedge fund in 2019. Backed by 14,000-plus hours of technical analysis study.
Applied to your revenue motion, it surfaces the structural resistance no amount of sales activity will overcome without an architecture change.
Pipeline Momentum Analysis
A CMT identifies whether a market is trending, consolidating, or reversing. We read your pipeline the same way. Most RevOps teams see volume. We see momentum. The difference determines whether this quarter's number is a floor or a ceiling.
Conversion Resistance Mapping
Every pipeline has resistance levels: stages where deals stall regardless of rep quality, ICP fit, or product strength. A CMT treats these as structural problems in the architecture, not performance problems in the team. Fix the level. Stop blaming the rep.
Leading Indicator Intelligence
Technical analysis is one discipline at its core: separating signal from noise in a high-volume data stream. Applied to AI-generated revenue signals, it means your forecast is built on verified leading indicators, not the loudest voice on the pipeline call.
A note from John
"I do not take engagements I do not believe will compound. Bring me a real problem on the discovery call. If we are the right fit, you will know inside the first fifteen minutes. If we are not, I will tell you who is."
John Utley · Founder, Sophizo
The architecture is ready.
Is your revenue motion?
Book a free 30-minute discovery call. Leave with a clear diagnosis, a map of your highest-leverage AI opportunity, and a 90-day starting point. Whether you work with Sophizo or not.