You Built It With AI. We Make It Bulletproof.
Your prototype works in demos. We make it handle 10,000 concurrent users without breaking a sweat (or your budget).
The AI Production Gap
AI tools let you build in days what used to take weeks. But real users break things in ways demos never do.
Demo Magic Doesn't Scale
It works with 10 test users. But what happens when 1,000 people hit "submit" at the same time?
Security Wasn't in the Prompt
You built fast. But did you validate inputs? Hash passwords? Prevent SQL injection? Your pentest will find out.
Performance Reality Check
That API call takes 50ms in testing. It takes 5 seconds when your database has real data.
Enterprise Buyers Ask Hard Questions
SOC 2? GDPR? Disaster recovery? They want documentation you haven't written yet.
From Working Demo to Working Business
We've seen this movie before. Promising prototype meets reality. We help you write a better ending.
We know AI development patterns. We also know production systems. After 20 years of keeping things running at 3 AM, we can spot the problems before they wake you up.
Three-Tier AI Last Mile Services
From quick assessments to full production partnerships.
Production Audit
Quick Assessment
We'll tear apart your code (gently) and tell you exactly what'll break when real users arrive.
- Security vulnerability assessment
- Scalability bottleneck analysis
- Performance profiling and optimization plan
- Compliance gap analysis (SOC 2, GDPR)
- Infrastructure architecture review
- Prioritized action plan with cost estimates
Ideal for:
Teams with working AI-built prototypes ready for production planning.
Production Hardening
Full Transformation
We take your working prototype and rebuild the foundation to handle whatever the internet throws at it.
- Security hardening and compliance implementation
- Performance optimization and caching strategies
- Scalable infrastructure setup (multi-cloud)
- Monitoring, logging, and alerting systems
- CI/CD pipeline with automated testing
- Error handling and resilience patterns
- Database optimization and backup strategies
- Load testing and capacity planning
Ideal for:
Teams committed to production deployment with enterprise requirements.
Production Partnership
Ongoing Excellence
Embedded SRE team ensuring your AI application stays reliable at scale.
- 99.99% uptime SLA with 24/7 monitoring
- Ongoing performance optimization
- Security monitoring and incident response
- Capacity planning and cost optimization
- Feature deployment support
- Compliance maintenance (SOC 2, GDPR)
- Regular architecture reviews
- Emergency response team (<2hr response)
Ideal for:
Companies running mission-critical AI applications at scale.
Why We're the Right Team for This
We've built AI systems. We've also been woken up at 3 AM when they break.
We Speak Both Languages
We know the difference between a prompt that works and a production system that scales.
- We've optimized $50K/month LLM API bills down to $8K
- We've debugged why vector searches slow down with real data
- We've handled the "ChatGPT is down" crisis at 2 AM
- We know which AI tools generate maintainable code
We've Kept Things Running Since 2003
Before "Site Reliability Engineer" was a job title, we were the people who made sure stuff didn't break.
- We've maintained 99.99% uptime for 15+ years running
- We wrote the SOC 2 playbook that's still used today
- We've migrated systems across 4 cloud providers without downtime
- We respond to incidents in under 2 hours, not 2 days
We Move Fast Without Breaking Things
AI development speed meets infrastructure that actually works.
- Production-ready in weeks, not quarters
- Automated testing catches issues before users do
- Infrastructure patterns proven across 200+ deployments
- Deploy safely twice a day, not twice a year
How We Actually Do This
No magic, no mystery. Here's exactly how we turn your demo into something real.
Discovery & Assessment
We dig into your code, ask hard questions, and map out what needs fixing before real users arrive.
3-5 days
Production Roadmap
Clear roadmap with priorities, timelines, and cost estimates. No surprises, no scope creep.
2-3 days
Infrastructure & Security
The heavy lifting. We build the infrastructure, patch the holes, and make it secure enough for enterprise buyers.
2-4 weeks
Monitoring & Optimization
Dashboards, alerts, and monitoring so you know what's happening before your users complain.
1-2 weeks
Launch & Support
Go live with confidence. We're there for the launch and hand off clean documentation.
1 week
Ready to Stop Worrying About Production?
You built something that works. Let's make sure it keeps working when the world tries to break it.