We Build Revenue Systems That Scale
Email infrastructure, ecommerce operations, AI automation, and data intelligence—integrated into a single operating system that produces predictable revenue growth.
We operate where code meets revenue. Systems that compound over time, not campaigns that fade.
What We Build
Code, AI, data, email, ecommerce, and automation are tools. We use them to build integrated revenue and operations systems.
Most email and ecommerce efforts fail because they're treated as channels. We treat them as systems.
Revenue & Growth Systems
Predictable revenue growth requires infrastructure, not campaigns.
- •Deliverability-first email infrastructure for high-volume outbound
- •Ecommerce lifecycle automation (acquisition → retention → LTV)
- •AI-powered personalization that scales with volume
- •Funnel optimization systems that detect and fix leaks
- •Attribution systems that prove what drives revenue
Automation & AI Systems
Manual work kills momentum. Repetitive processes waste revenue potential.
- •Automated lead qualification, routing, and scoring
- •AI agents that handle marketing, operations, and support
- •Document intelligence that enriches data automatically
- •Workflow automation connecting siloed tools
- •Behavioral nurturing systems that adapt to customer signals
Data & Intelligence Layer
Siloed data prevents fast decisions. Good intelligence requires unified systems.
- •Single source of truth for marketing, revenue, and operations
- •Real-time dashboards that drive immediate action
- •Ecommerce, call center, and lifecycle analytics
- •Revenue forecasting and performance modeling
- •Production-grade SQL/Python environments for analysts
Custom Tools & Platforms
Off-the-shelf software forces your process into their constraints.
- •Internal dashboards built for your specific workflows
- •Custom control panels for operations teams
- •CRM extensions that solve proprietary problems
- •Revenue operations infrastructure you own
- •Purpose-built tools without subscription overhead
How We Work
Builder-led execution. We own outcomes, not just deliverables.
Understand the business problem
We dig into revenue dynamics, operational constraints, and growth blockers—not just feature requirements.
Design the system and tradeoffs
We map out architecture, data flows, and technical decisions. Every choice has consequences—we make them explicit.
Build and integrate across the stack
We ship production-grade systems that connect email, data, automation, and revenue operations into one unified engine.
Deploy with performance expectations
We launch with clear metrics, monitoring, and accountability. The system either delivers measurable results or we fix it.
Iterate and optimize based on real results
We refine based on actual usage data, revenue impact, and evolving business needs—not assumptions.
Systems vs. Campaigns
Real examples of shifting from one-time campaigns to continuous revenue systems.
Email Infrastructure That Scales
B2B GrowthBefore
Campaign-based email marketing. Deliverability issues. Generic messaging. Manual list management. Each send was a one-time effort that didn't compound.
After
Deliverability-first infrastructure with domain rotation and warming. AI-powered personalization at scale. Automated enrichment and segmentation. Response rates improved 4×, email became a predictable revenue channel.
Ecommerce Lifecycle System
DTC BrandBefore
Disjointed acquisition campaigns. No retention strategy. Customer data siloed across tools. LTV was guesswork. Growth felt like running on a treadmill.
After
Unified system connecting acquisition, retention, and revenue data. Automated lifecycle campaigns. Predictive LTV modeling. Repeat purchase rate increased 60%, CAC payback improved from 9 months to 4.
Revenue Operations Platform
SaaS CompanyBefore
Sales, marketing, and finance operated in separate systems. Attribution was broken. Pipeline forecasting was unreliable. Revenue meetings were arguments about data.
After
Single revenue operating system. Real-time attribution and forecasting. Automated lead routing and scoring. Forecast accuracy improved to 95%, pipeline became predictable within 60 days.
Growth Intelligence Engine
Multi-Channel BrandBefore
Running campaigns across email, paid, and organic. Each channel optimized in isolation. No unified view of customer journey. Budget allocation was reactive.
After
Integrated intelligence layer across all channels. Automated budget optimization toward top performers. Cross-channel attribution. Marketing efficiency improved 3×, wasted ad spend reduced by 40%.
Why Deep Signal
We're not a generic agency, pure engineering firm, or campaign-based marketing shop. We build the systems behind revenue, growth, and operational scale.
Code Meets Revenue
Technical depth with ecommerce and marketing execution. We build infrastructure that drives revenue, not just software that sits idle.
Builder-Led
Fewer handoffs because builders own delivery. Faster time to impact because the person who understands your problem writes the code.
Systems That Compound
Integrated systems create compounding value. Email, data, and automation work together—not in isolation—producing continuous revenue growth.
Outcomes Over Deliverables
Less waste because automation replaces manual work. We own measurable results—pipeline growth, conversion rates, time savings—not just project completion.
Team
Builder-led. Operator-minded. Comfortable with complexity.
Chris Monteleone
Head of Sales
Chris Monteleone brings over 30 years of executive leadership in business strategy, media, and technology, with a proven track record driving growth for Fortune 500 and startup ventures. His expertise in strategic partnerships, cross-border operations, and innovative solution delivery strengthens our team ability to scale and succeed in competitive markets.
Ethan Miller
Head of Data/Engineering
Full-stack developer and AI automation expert. Previously architected scalable platforms processing billions in ad spend. Leads all technology development and infrastructure scaling. Specializes in transforming complex data into actionable, digestible insights. The reason we are able to drive data-informed decision making and innovation in any niche.
Kyle Guin
Head of Development
Kyle Guin is an accomplished deep tech founder and CEO of VastVision Technologies, specializing in hardware and software for automated asset tracking and supply chain management. With a proven track record in commercializing advanced technologies through Energy I-Corps and NSF I-Corps, Kyle brings expertise in product development, business strategy, and entrepreneurship that drives innovation and market impact.
Jacob Giebel
Head of Marketing
Jacob Giebel is a growth marketing expert and entrepreneur, acquiring and scaling Kyle brand, Shutter Bombs from $300K to over $2M in revenue per year within two years as a solo operator. He is ranked number 1 nationally for competitive keywords, has spent over $10m on Meta ads, and spins up more creative than you can imagine.
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Contact Information
We respond to serious inquiries within 24 hours. Tell us about your challenge and we will let you know if we are the right fit.