AI Infrastructure
That Actually Works
Done-for-you builds or 1-on-1 consulting — from marketing workflows to end-to-end operations, we design AI that books meetings, cuts costs, and scales your output.
Our team helps you scale
your business with custom AI
Based in Austin, Texas
Trusted by B2B companies across 5 industries — shipping AI systems that generate real revenue
Client rating
Total revenue generated for clients
❝ Good AI feels obvious — because the hard work is hidden.
Ethan Nelson|Founder, Smart Scaling AI
We build with
(and many more)
Claude
OpenAI
Gemini
Neon
PostgreSQL
Supabase
VercelClaudeOpenAIGeminiNeonPostgreSQLSupabaseVercelEnd-to-End
AI Services
We turn ambiguous AI ideas into working systems your business runs on — strategy, engineering, and delivery in one team.
Outbound campaigns, content engines, and funnels that run themselves — hyper-personalized messaging split-tested until it books meetings and doesn't feel like AI.
Back-office work handed to machines: CRM management, reporting pipelines, data-to-document workflows, and the internal processes eating your team's hours.
Custom agents built on your knowledge and your stack — private RAG, human review loops, and integrations with the tools you already use. Full code, fully yours.
Our rapid audience segmentation, market and positioning split testing will help us identify who is most receptive to your product so you're not stuck targeting the wrong people.
Work directly with us to map AI opportunities in your business, pressure-test your ideas, and get a clear implementation roadmap — no team required.
Real Systems, Real Results
SMB Operations Platform
View case studyAI-powered outbound campaigns for a software platform serving small businesses — targeting, split-tested messaging, and automated follow-ups.
Consistent pipeline of new clients booked directly from cold outreach.
Outbound engine, prompt library, campaign analytics
B2B SaaS
Data Infrastructure Provider
View case studyCold email campaigns for a managed hosting and data storage provider — positioning, list building, and personalization that lands with technical buyers.
Qualified enterprise conversations sourced without a sales team.
Cold email system, ICP targeting, deliverability setup
Cloud Infrastructure
AI Travel Platform
View case studyFull marketing infrastructure for an AI-powered travel platform — chat automation integrations, marketing funnels, and the systems connecting them.
A complete, connected marketing engine replacing manual campaign work.
Chat automation integrations, marketing funnels, systems buildout
Travel & Hospitality Tech
Dental & Legal Marketing Agency
View case studyClient acquisition systems for a specialized marketing agency — outbound that opened an entirely new vertical alongside their existing book of business.
New service vertical established with clients landed to prove it.
Outbound campaigns, vertical positioning, acquisition system
Marketing Services
Fundraising SaaS Company
View case studyA fully automated LinkedIn content system, plus repurposing that turned their articles and their clients' articles into social content at scale.
Marketing output increased 10x with human review built in.
Automated LinkedIn engine, content repurposing, review loop
Nonprofit Tech
Investor Reporting Platform
View case studyAutomation systems for a company that turns raw data into investor-ready reports — streamlining the pipeline from data intake to polished deliverable.
Faster report turnaround with far less manual assembly.
Reporting automation, data-to-document pipeline
Financial Reporting
CAD Design Company
View case studyA system that takes a one-line input from a client and generates CAD-ready designs using nothing but AI automations.
One-line input → CAD-ready designs, fully automated.
AI automations, Luma AI + JSON2Video pipeline
Manufacturing / Design
Web3 Infrastructure Company
View case studyAn article generation marketing system producing 2 high-quality articles per week, plus landing page copy for case study pages.
Monthly site visitors grew from 10k to 50k.
Article engine, landing page copy system
Blockchain Infrastructure
Nutrition Company
View case studyAn AI agent and automation system that streamlined operations for their business, including CRM management and more.
Reduced expenses and eliminated the need for a new hire.
AI agent, CRM automation, ops workflows
Health & Wellness
Political NGO
View case studyA full content engine: website articles repurposed into hundreds of platform-native social posts — nearly a thousand across every major platform — plus a library of short-form videos.
Reach scaled from 10k to 127k impressions/month.
Content repurposing system, short-form video production, 5-platform distribution
Nonprofit / Advocacy
Enterprise AI Infrastructure Company
View case studyMarketing built from the inside out — in-depth interviews with the founding team and their customers to sharpen positioning, then content produced from what we learned.
A published interview series and messaging grounded in real customer language.
Team & customer interviews, positioning, long-form content
Enterprise AI
Software Startup — 1-on-1 Consulting
View case studyA consulting engagement: full marketing strategy for a consumer software startup — positioning, channels, and a launch-ready roadmap.
A clear go-to-market plan the founding team could execute immediately.
Marketing strategy, positioning, channel roadmap
Consumer Software
From Idea to Production
Why Choose Us
Outcome over Output
We measure what matters — revenue generated, hours saved, and cost cut — so every system ships business value, not just features.
Live Within 2 Weeks
Rapid deployment in transparent systems you can see and own. Your systems start performing on day 1 — no black-box programmers, no six-month waits.
Systems You Own
Full SOP libraries with video walkthroughs of every step. Your team runs the systems themselves — nothing is locked behind us.
COO-Level Strategy
The expertise of a COO-level operator combined with cutting-edge AI — systems and strategy tailored to your business, delivered twice as fast.
All Features in One
Agent-Powered Workflows
Turn repetitive tasks into autonomous flows — agents plan, execute, and report with guardrails, audit trails, and clear handoff to humans.
Split-Tested Messaging
Hundreds of tested AI prompts behind every campaign — personalization that resonates and never reads like a robot wrote it.
Private Knowledge RAG
Make your docs, tickets, and wikis instantly useful with retrieval augmented generation — freshness, citations, and explainability built in.
Smart Scaling AIHuman Review Loops
AI generates, your team approves. Review steps are built into every content and outreach system so quality never slips.
Secure by Design
Access policies, credential management, and clean data handling — ship AI that's safe, auditable, and business-ready.
Seamless Integrations
Plug into your stack — CRM, helpdesk, content platforms, data tools — with webhooks and APIs that turn insights into action fast.
We work with
the latest AI stack
We design, build, and evaluate with the latest models and infrastructure — frontier LLMs, modern databases, vector search, and orchestration — so your systems are fast, reliable, and secure.
Apply NowThe Person Shipping Your AI
Ethan Nelson
Founder, Smart Scaling AI
Builds AI systems end to end — strategy, engineering, and delivery. 6+ years of experience, $3M+ generated for clients across 5 industries.
Connect on LinkedInSystems that pay for themselves
Every number below comes from a real client system we built, launched, and documented.
REVENUE GENERATED FOR CLIENTS
3M+
5x Site Traffic Growth
Blockchain Infrastructure Company — 10k → 50k monthly visitors
/ shipped
12x Content Reach
Independent Political Org — 10k → 127k impressions/month
/ shipped
10x Marketing Output
NGO SaaS Company — content system with human review built in
/ shipped
One Hire Eliminated
Nutrition Company — AI agents took over CRM and operations
/ shipped
Frequently Asked Questions
Why AI agents over traditional methods?
AI agent infrastructure saves you time and money. Traditional methods are labor-intensive and expensive, while our agents handle repetitive work, streamline operations, and scale efficiently. The ROI is evident: faster results, fewer errors, and a leaner operation.
How quickly can I see results?
Our systems start performing on day 1. They're designed for rapid deployment, so you won't waste time waiting for black-box programmers to build things you can't see or appreciate. Fast implementation means quicker ROI and better maintainability.
What makes your AI agent infrastructure different?
We combine the expertise of a COO-level executive with cutting-edge AI technology. This dual approach ensures you get top-notch systems and strategies tailored to your specific needs, delivering results twice as fast without the bloat and delays of traditional methods.
Still have questions?
Book an Application Call
Let's Build Intelligent Things
Apply to see if you're qualified. Tell us about your business and we'll show you exactly where AI can generate revenue or cut costs — on a free strategy call.
Austin, Texas, USA