AI Development Consulting

Ship Features in Days.
Not Months.

Your competitors are using AI to ship faster. I figured out how to deliver at 85% lower cost and 4-5x faster than traditional development. I can help you set up the same systems.

For CTOs: 253 production PRs shipped in 5.5 months. 99.2% bug-free. Real enterprise codebase.
+ Reduce churn by shipping what customers need faster
+ Stay ahead of competitors using AI to out-ship you
+ Complex features and integrations in days, not months

This Is a Competitive Advantage.
If You're Not Using It, Someone Else Is.

The teams that figure out AI-assisted development are shipping features that used to take months in a matter of weeks. Complex integrations. New product capabilities. Customer requests that used to sit in the backlog.

This isn't hype - it's happening right now. And if your competitors get there first, you're not just slower. You're losing customers who are tired of waiting.

The challenge: your engineering team is skeptical (rightfully so) and too busy to evaluate what actually works. New AI tools launch every week. Most are noise. Some are transformative.

"Our biggest competitor just shipped a feature we've had on the roadmap for 6 months."

"We're losing customers because we can't ship the integrations they need fast enough."

"I keep hearing about AI productivity gains but our velocity looks the same."

!

Churn Risk

Customers leave when they wait too long for features. Faster shipping = happier customers = lower churn.

!

Competitive Pressure

Your competitors are evaluating these tools too. The ones who figure it out first will out-ship you.

!

Opportunity Cost

Every month you wait is a month of potential velocity gains you're leaving on the table.

I Face the Same Pressures You Do

Churn. Competition. Sales deals stalling because we don't have "that feature" or "that integration." I got tired of the excuses and decided to figure out how to build faster myself.

I'm not a career developer - I'm an executive who needed features shipped. What I discovered: with the right AI tools and systematic approach, I could deliver production-quality code at a pace that surprised everyone, including me.

This isn't optional anymore. It's table stakes. Newer, hungrier companies are building fast and they will be knocking on your customers' doors. The question is whether you figure this out before they do.

253
Production PRs
Shipped in 5.5 months
4-5x
Faster Delivery
vs. traditional estimates

What Time Compression Actually Looks Like

Before Months
->
After Days

Planning meetings, specs, back-and-forth - compressed into focused build sessions

Before Weeks
->
After Hours

Complete feature rebuilds from scratch - refactored existing features in hours, not weeks

Live in Production

Everything I built is running in production today. Real users. Real data. Used daily by financial advisors managing client relationships.

99.2% Bug-Free Deployments

Out of 253 PRs deployed, only 2 had bugs that made it to production - both fixed within 24 hours. Comprehensive AI-assisted testing caught everything else before deployment. Speed without sacrificing quality.

What I Actually Shipped

This is what I built in 5.5 months on a production SaaS platform. Not prototypes. Not demos. Live software used by real users every day.

253
PRs Merged
100% deployed to production
670+
Commits
Frontend, backend, infrastructure
180K+
Lines of Code
React, TypeScript, Node.js, GraphQL
100%
Merge Rate
Every PR reviewed and approved

Feature Examples

01

AI Meeting Preparation System

Multi-CRM integration (Salesforce, Wealthbox, Redtail) with AI-powered research automation. Queue systems, prompt engineering, full production deployment.

2.5 months 20K+ lines
02

Advanced Contact Filter System

Complex multi-field filtering for 10K+ records with saved filters, real-time previews, and export functionality.

3 weeks 10K+ lines
03

Template System Overhaul

Complete UX redesign with thumbnail generation, S3 caching, and 85% performance improvement (8s to 1.2s load time).

4 weeks 12K+ lines
04

Error Monitoring + 80 Bug Fixes

Sentry integration, session replay, performance profiling. Error rate reduced by 94%.

2 weeks Full audit

The AI Tools That Made This Possible

Claude Code Primary development
Gemini Research & planning
Codex Code generation
Roo Code Complex refactors

What This Means for Your Bottom Line

Traditional development vs. AI-assisted development. Real numbers from real work.

Traditional Approach

The Old Way
12-15 months to ship
~$286K total cost
4 people required
  • Senior Full-Stack Developer
  • UI/UX Designer (partial)
  • QA Engineer (partial)
  • Tech Lead for code reviews
  • Sprint planning, standups, handoffs
vs

AI-Assisted Approach

What I Did
5.5 months to ship
~$42K total cost
1 person required
  • AI handles UX/UI design
  • AI handles code reviews
  • AI handles testing (unit + e2e)
  • AI handles debugging
  • No handoffs, no waiting
85%
Cost Reduction
~$244K saved
4-5x
Faster Delivery
Ship in months, not years
99.2%
Bug-Free Deploys
Only 2 bugs in 253 PRs
<24h
Bug Resolution
When issues did occur

The math is simple: What traditionally requires a team of 4 people working for over a year, I delivered alone in under 6 months - at 85% less cost and with higher quality. This isn't theoretical. This is what I actually shipped.

Set Up Systems That Actually Work

I help executives and their teams figure out which AI tools make sense, how to set them up properly, and how to build workflows that produce consistent results.

Tool Evaluation

Honest assessment of which AI development tools are worth your money. I'll test them against your actual codebase and tell you what's real vs. what's marketing.

  • Assessment of your current workflow
  • Hands-on testing with your codebase
  • Clear recommendations with reasoning
  • Implementation roadmap

Ongoing Advisory

AI tools change fast. I stay current so you don't have to. Monthly check-ins to review what's working, evaluate new tools, and optimize your setup.

  • Monthly strategy calls
  • Direct access for questions
  • New tool evaluations as they emerge
  • Workflow optimization over time

What I'm Not

x

I'm not going to teach your developers how to code. They already know that.

x

I'm not a developer with 20 years of experience in your specific stack.

x

I'm not selling you a proprietary methodology or certification program.

What I Am

+

Someone who figured out how to ship production code fast using AI tools.

+

An executive who understands both the business pressure and the technical skepticism.

+

Someone who can share what actually works, based on real production experience.

Let's See If I Can Help

30 minutes. No pitch. We'll talk about what you're trying to accomplish, what you've tried, and whether my experience is relevant to your situation. If it's not a fit, I'll tell you.

Response Time
< 24 hours
Location
US-based
Availability
Taking clients
1
253 Production PRs shipped in 5.5 months
2
4-5x faster delivery than traditional estimates
3
Real enterprise codebase - not toy projects
4
100% merge rate - all code reviewed and approved