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Commercial Data & AI Readiness
Data source auditing, cross-team metric harmonization, and building phased AI roadmaps so your commercial teams can safely deploy AI tools on reliable data.
GTM ENGINEER / OUTBOUND SYSTEMS ARCHITECT
I build AI-ready commercial data architecture, Clay enrichment engines, and outbound systems
for B2B teams.
Fix dirty CRM data, land in the inbox, and prepare your commercial datasets for AI automation and accurate BI reporting.
Built for scale. Engineered for reliability.
REVENUE ENGINE / SYSTEM OVERVIEW
EnrichClay waterfalls
DeliverHealthy infrastructure
EngageMultichannel sequences
SyncClean CRM data
01CAPABILITIES
The 5 Pillars of Your Revenue Engine
One connected system. Every layer engineered to work together.
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Infrastructure & Deliverability
Multi-domain setup, DNS management (SPF, DKIM, DMARC), email router configurations, and inbox health recovery.
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Complex Data Enrichment
Advanced Clay table architecture, waterfall enrichment chains, catch-all verification, and custom AI prompt engineering.
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Multichannel Ops
Designing and optimizing integrated email and LinkedIn sequences, running structured A/B testing, and intent-driven campaigns.
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CRM & Sales Ops
Bi-directional HubSpot/Salesforce syncs, custom property mapping, auto-deduplication, and lead-to-rep routing.
02THE PROOF VAULT
Technical Proof of Work
Explore the architecture previews below. Recorded walkthroughs are not yet available.
Data source audit
Metric harmonization
AI-ready datasets
DATA & AI READINESS
Walkthrough: Mapping a Commercial Data & AI Readiness Blueprint
Prospect list
Clay waterfall
Verified leads
DATA ENRICHMENT
Inside a $5k/mo Clay Waterfall Setup
DNS audit
Inbox recovery
Healthy domains
DELIVERABILITY
Fixing Damaged Domain Deliverability
Clay
Bi-directional sync
HubSpot
SALES OPERATIONS
Automating Clean Bi-Directional CRM Syncs
SERVICE MATCH / AI-POWERED
Find your next move
Your outbound goals. Your current stack. A focused starting point.
Your recommended starting point
Relevant services and the right engagement model for your B2B team.
DATA → ENRICHMENT → OUTBOUND → CRM03ENGAGEMENT MODELS
Engagement Tiers
Two proven ways to work together — every engagement can span your full revenue stack, from AI readiness to CRM sync.
One-Time Implementation
A fixed-scope build covering data foundations, sending infrastructure, and CRM — delivered end to end.
- Data & AI readiness audit with phased AI roadmap
- Complete domain & DNS setup (SPF, DKIM, DMARC)
- Custom Clay waterfall enrichment build
- Email + LinkedIn multichannel sequence setup
- Full CRM mapping & bi-directional sync
- 14 days post-launch support
MOST POPULAR
Monthly Retainer
Ongoing operations across enrichment, deliverability, campaigns, and CRM health.
- Ongoing deliverability & inbox health monitoring
- Monthly list sourcing & Clay waterfall management
- Multichannel campaign iteration & A/B testing
- CRM data hygiene & bi-sync maintenance
- AI roadmap reviews & metric harmonization
- Bi-weekly ops meetings
Every engagement is scoped individually — book a technical audit for a tailored quote.
LET’S DEBUG YOUR REVENUE ENGINE
Ready to fix your
outbound architecture?
Book a 20-minute technical audit. We’ll inspect your DNS records, inbox placement, and data enrichment setup live on the call.
20 minutes. Technical answers. Zero sales pitch.