Vadim Kuhay
Enterprise AI Recovery Architect
30+ years building systems that last.
Now fixing the AI failures everyone else predicted would succeed.
📅 I Called This 14 Months Before MIT
"Most enterprise software wasn't designed. It evolved.
Like a coral reef—layers upon layers of legacy systems.
You can't AI-enable chaos."
— July 2023
While vendors sold AI magic, I documented exactly why 80% would fail. MIT proved I was right at 95%.
Read the original prediction →
The AI Crisis Is Here
95%
MIT Research (August 2025): 95% of enterprise AI projects deliver ZERO ROI
$40 billion wasted on failed AI initiatives
The problem? Not the AI. The architecture.
Why Companies Trust Me
📊 Proven Track Record
- 11 enterprise transformations since 2017
- Average 60% operational cost reduction
- 23 startups across 5 markets
- 300+ engineers coached
- Billions of transactions handled
- 99.99% uptime at scale
⚙️ Current Work
- Corporate America AI Recovery now
- AI/AO modernizing defense systems
- 3x velocity improvements in production
- 80%+ reduction in deployment failures
- Built battlefield simulation systems
(US DoD, 2000-2005)
- Still designs & writes code daily
🎖️ Background
- US Army Engineer
→ Tech Startup Founder
→ Fortune 500 Architect
- 30+ years hands-on engineering
- 50+ large distributed systems made
- Domain-Driven Design player-coach
- EventStorming veteran practitioner
- Founded Advanced Software Enterprises
Enterprise AI Recovery
Your AI failed because the foundation is broken. I fix foundations.
$997 Diagnostic
Find out exactly why your AI failed
in 2 (two) business days.
28-point assessment + executive briefing.
$15K-$25K Assessment
Complete architectural discovery.
2-3 weeks.
Everything needed to fix it.
$50K-$350K Recovery
We execute the fix.
8-12 weeks.
Your AI works in production.
"Architecture is trust.
Code is conversation.
Velocity comes from clarity."
— Vadim Kuhay
Technical Mastery
Systems Engineering
Kotlin
Java
Python
Scala
Domain-Driven Design
EventStorming
Microservices
Event-Driven Architecture
CQRS
Spring Boot
Kubernetes
AWS
GCP
Azure
TensorFlow
PyTorch
30+ years hands-on soup-to-nuts