We Build & Run
AI, DevOps, and cloud engineering. Purpose-built for startups and enterprises that ship.
Sound Familiar?
These aren't hypotheticals. They're real conversations we have with CTOs every week.
AI Models Stuck in Notebooks for Months
Your data scientists built a model that works. But getting it to production? Your DevOps team says it'll take 3-6 months to 'properly containerize and deploy it.'
$50K/Month Cloud Bill with Zero Visibility
You approved a $15K cloud budget. Now it's $50K and climbing. Your team shrugs and says 'that's just what it costs to run ML workloads.'
Architecture Growing More Complex, Not Less
Started with 5 microservices. Now you have 37. Nobody knows what half of them do. Your new hires spend weeks just understanding the deployment diagram.
We've fixed all of these. Here's how.
What We Do
Five services. One goal: get your infrastructure out of the way so your team can ship.
Real Projects, Real Results
Real engagements, real numbers
Series B AI Startup
The Problem
Data science team built a fraud detection model that worked great in testing. Six months later, still not in production. Engineering says 'we need to build the right infrastructure first.'
What We Did
Built MLOps pipeline in 8 weeks: containerized model, set up versioning, added A/B testing framework, deployed to Kubernetes with auto-scaling.
Results
FinTech with $40M ARR
The Problem
AWS bill hit $65K/month. CFO asked for breakdown. CTO had no answer, just knew 'that's what the models cost to run.'
What We Did
3-week audit identified: oversized RDS instances, unused dev environments running 24/7, no auto-scaling, paying for reserved instances they didn't need. Fixed systematically.
Results
Enterprise ML Platform
The Problem
Every model deployment took 2 weeks and required multiple teams. Deployment Friday at 4pm? Expect to work the weekend. Team morale tanking.
What We Did
Rebuilt CI/CD from scratch with GitOps, automated testing, canary deployments, instant rollbacks. Standardized on one deployment pattern everyone could use.
Results
Want results like these? Here's how we get there.
How We Work
A clear path from chaos to clarity, and we stay as long as you need us.
Audit
Week 1
We map what's broken, what's costing you, and what to fix first.
Simplify
Weeks 2–4
Consolidate services, standardize patterns, cut the noise.
Automate
Weeks 5–10
CI/CD, Infrastructure as Code, monitoring. Everything runs itself.
Run
Ongoing
We manage it, or train your team and hand it off. Your call.
Audit
Week 1We map what's broken, what's costing you, and what to fix first.
Simplify
Weeks 2–4Consolidate services, standardize patterns, cut the noise.
Automate
Weeks 5–10CI/CD, Infrastructure as Code, monitoring. Everything runs itself.
Run
OngoingWe manage it, or train your team and hand it off. Your call.
What You Get
Faster Releases
Ship updates in minutes, not weeks. Zero downtime
Fewer Outages
Reliable systems that recover automatically when things break
Full Visibility
See exactly what's running, what's healthy, and what needs attention
Clear Documentation
Your team understands the system, not just us
Ongoing Support
We manage your infrastructure so you focus on your product
Lower Cloud Bills
Concrete savings with a clear roadmap and timeline