Stop Using AI
on Broken Data.
I architect the systems of record required before you deploy enterprise AI. A strategic partner for Series B+ founders and CTOs who value structural integrity.
Scope of Engagement
Clear boundaries ensure focused, high-value delivery. I do not generalize; I specialize in data foundations.
What I Do
CRM Architecture
Designing the backbone of your customer data models.
Data Sanitation Pipelines
Cleaning historical inputs for reliable AI vectorization.
System Mapping
Visualizing data flow across your entire tech stack.
What I Don't
Social Media Management
Not offered.
Generic Graphic Design
Not offered.
Prompt Engineering Training
I build the car, I don't teach you how to drive it.
From Chaos to Intelligence
Most companies try to jump straight to step 4. My work focuses entirely on steps 1, 2, and 3 to ensure step 4 actually works.
1. Raw Data
Fragmented inputs from multiple disjointed sources.
2. Sanitation
Automated cleaning pipelines to remove duplicates and errors.
3. Structure
Defining schema and relationships. The "System of Record".
4. AI Deployment
High-fidelity vectorization and reliable model output.
Is this the right partnership for you?
Who This Is For
- checkSeries B+ Founders or CTOs managing technical debt.
- checkOperations Directors needing a "Single Source of Truth".
- checkTeams preparing for a major AI integration in Q1/Q2.
Who This Is Not For
- closePre-revenue startups looking for an MVP.
- closeCompanies looking for a "quick AI wrapper" solution.
- closeThose unwilling to restructure their current database.
The First Step is Diagnosis
Before we build, we must understand the rot in your current data. Understanding the problem is 80% of the solution.