Marketing runs on infrastructure. Most businesses lease it monthly and hope it keeps working. Built systems cost less, work better, and belong to you. The engine underneath everything.
In 2018, cannabis delivery brand Flowsent couldn't advertise anywhere—so I built an AI chatbot that handled lead generation, customer service and education. The result? Flowsent reached $1M in sales in its first year in a highly competitive bay area market.
Most fractional CMOs rent SaaS subscriptions and forward vendor invoices. This approach is different: Four interconnected systems built from scratch, operating at ~$50/month instead of $1,000+/month in subscriptions.
After 15 years as a fractional CMO, I got tired of paying $149/month for tools that didn't work in regulated industries. Cannabis companies can't use standard lead gen software. Crypto projects get banned from email platforms. Fintech faces compliance roadblocks in every CRM.
So I built my own. Four interconnected tools that cost ~$50/month to operate instead of $1,000+/month in SaaS subscriptions. And when clients need them? I deploy in days, not months.
The Smart Database is the hub. OpenForm feeds new leads. Terracotta enriches them. CCM maps their networks. Everything flows back to the hub. One source of truth. Zero data silos. Total cost: ~$50/month in API fees vs $1,000+/month in SaaS subscriptions.
Your contact database isn't just names and emails—it's your entire marketing intelligence layer. I architect Google Sheets as the central hub: pulling data from enrichment APIs, storing network scores, tracking outreach sequences, and feeding every tool in the system. No CRM subscription. No vendor lock-in. Just fast, flexible, API-connected intelligence that you own.
Tech Stack: Google Sheets API + Apps Script + PostgreSQL sync
When Hunter.io fails, Terracotta tries Apollo. When Apollo fails, it tries Clearbit. When all APIs fail, it deploys GPT-4 as a research agent. I built this because Clay.com charged $149/month for logic I could own. Terracotta costs $0.03-0.20 per contact enriched, logs every API call, tracks spend, and feeds clean data back to the Smart Database. Built specifically for regulated industries where standard tools don't work.
Tech Stack: Express.js + PostgreSQL + Neo4j + Redis + 4-step API waterfall
Proof Point: Enriched 500 Swift List contacts for $87 total (vs $800+ via Clay)
Traditional forms dump leads into your inbox. OpenForm writes directly to the Smart Database, triggers Terracotta enrichment, and auto-calculates network value scores. When someone submits, I instantly know their job history, social reach, and whether they're a Super-Connector or noise. No manual data entry. No CSV imports. Just structured intelligence flowing into one system.
Tech Stack: React + Google Sheets API + Conditional logic engine
Use Case: Lead capture that qualifies AND enriches simultaneously
Most marketers spray-and-pray to 1,000 people. I map networks to find 8-12 Bridge Connectors—the people who sit between non-overlapping communities. One person who bridges soap makers, vintage jewelry sellers, and crochet artists is worth 100 random Instagram follows. I use graph theory (triangle patterns, structural holes, Eigenvector Centrality) to identify them, then activate sequentially: Week 1 (Tier 1 bridges) → Week 2 (Tier 2 connectors) → Week 3 (Tier 3 hubs).
Proof Point: Swift List: 80% success rate with 12 contacts vs 12.5% cold outreach to 100
What Makes It Proprietary: Manual network analysis (can't be automated by bots)
When you work with me, you get more than strategy decks and vendor recommendations. You get working systems deployed into your business—systems I use every day to run my own marketing. The Smart Database becomes your command center. Terracotta enriches your contacts for pennies. OpenForm qualifies your leads automatically. And CCM maps your industry's Super-Connectors so you stop wasting time on cold outreach.
I built these tools because constraints forced me to. Cannabis couldn't use Mailchimp. Crypto couldn't use HubSpot. So I built alternatives. Now you benefit from 6 years of constraint-driven innovation—without paying $12k/year in software subscriptions.
ABBI Wasn't a Trend. It Was Survival.
Cannabis can't advertise → Built AI for conversations
Result: $1M Year One, Zero Ad Spend
↓ 4 YEARS BEFORE CHATGPT
AI becomes mainstream
Everyone becomes "AI expert"
↓ I'D BEEN SHIPPING FOR 4 YEARS
Swift List AI SaaS shipping
6 years of AI product experience
In 2026, everyone claims to be an "AI marketing expert." Most discovered AI when ChatGPT launched in 2022.
I built ABBI—an AI chatbot integrated with Facebook Messenger—in 2018. Not because I was visionary. Because Flowsent (a Bay Area cannabis delivery service) couldn't advertise anywhere. No Google Ads. No Facebook Ads. No traditional channels.
So I architected a different system: AI conversations that answered strain questions ("What's good for anxiety?"), educated users on terpenes, qualified leads 24/7, and drove sales. Partnered with CannaMD (licensed cannabis doctors) for medical credibility.
Result? $1M in Year One revenue with zero ad spend. Plus 100k+ organic Facebook fans.
That's the difference between AI as a buzzword and AI as a business tool. I've been shipping AI products for 6 years. Not writing prompts. Building revenue and communities.
Ahead of Trends Since Nike
10,000+ qualified leads
Pre-ChatGPT AI system for cannabis industry lead generation
$1M revenue, $0 ad spend
Cannabis delivery business to 7-figures using constraint marketing
8 years building systems
Brand systems at global scale
Industry transformation
Pioneered social media for traditional regulated industry
National crypto launch
Marketing platform navigating regulatory uncertainty
AI SaaS shipping
Building AI marketing automation products
If I can scale cannabis and crypto, imagine what I can do with your brand
Every ad platform banned. Built ABBI AI chatbot in 2018 and scaled Flowsent to $1M revenue with $0 ad spend.
Platform censorship everywhere. Launched REVERB nationally during peak regulatory uncertainty and built community of 10,000+.
Trust barriers and compliance mazes. Built PressPay mobile payments 3 years before Apple Pay. Successful exit.
HIPAA restrictions and advertising limitations. Systems that drive growth while respecting every regulation.
Pioneered wine industry social media 2009-2011—before it was mainstream. $2M DTC revenue through three-tier system.
If I can build systems that work in the most constrained industries, I can architect growth anywhere.
The constraint isn't the limitation. It's the proof I know what I'm doing.
Scaling marketing in regulated industries is like running a marathon with ankle weights. Take them off? I'm already ahead.
I Build Different Systems
Result: $1M revenue, $0 ad spend at Flowsent
Constraint marketing isn't a limitation. It's a competitive advantage when you know how to architect systems.
Honest Fit Assessment
If you're in the left column, let's talk.
Let's Chat →With $0 Ad Spend in a Banned Industry
Cannabis delivery business. No paid advertising allowed. No influencer partnerships. No traditional growth playbook.
Building Marketing Systems for 20+ Years
I spent 8 years at Nike (1995-2003) helping build their brand systems. That wasn't about ads or campaigns. It was about systems.
Then I moved to regulated industries—wine, cannabis, crypto. Industries where the traditional playbook doesn't work. Where you can't just "run ads" your way to growth.
In 2018, I built ABBI, an AI chatbot for cannabis lead generation. Not because I was chasing AI trends (ChatGPT didn't exist). Because I needed a system that worked under constraints.
Now I help regulated industry founders who can't advertise but need to scale. I bring Nike-level strategic thinking, AI-powered systems, and a proven track record of building $1M+ businesses without ad spend.
I'm not for everyone. If you want someone to execute your plan, hire an agency. If you want someone to question your assumptions and find leverage you didn't know existed, let's talk.
30-minute strategy call • No pitch, just insights • See if we're a fit