AI Crisis Predictor • Fortune 500 Architect

The Consultant Who Predicted the AI Integration Crisis

While everyone else was hyping AI in 2022-2023, I documented exactly why most enterprise implementations would fail. I was right.

"Most enterprise software wasn't designed. It evolved. Like a coral reef—layers upon layers of legacy systems, vendor solutions, and 'temporary' workarounds that became permanent. You can't AI-enable chaos."
— Vadim Kuhay, July 2023
Schedule Confidential Assessment Read My 2023 Prediction
25+
Years Architecture Experience
34
Enterprise Transformations
80%
AI Failure Rate I Predicted
2016
Started Building AI-Augmented Systems

Technical Foundation That Enables AI Success

Architecture Patterns

  • Domain Driven Design (DDD)
  • Event-Driven Architecture
  • Clean Architecture
  • Microservices & Boundaries
  • Model Context Protocol (MCP)

AI Integration

  • LLM Context Management
  • AI-Ready System Design
  • Anti-Corruption Layers
  • Bounded Context AI
  • ML-Augmented Aggregates

Enterprise Technology

  • Kotlin • Scala • Java
  • Spring • Ktor • Quarkus
  • Kafka • Event Sourcing
  • Kubernetes • Docker
  • GCP • AWS • OpenShift

Development Methodologies

  • Extreme Programming (XP)
  • Test-Driven Development
  • Behavior-Driven Development
  • EventStorming Facilitation
  • Team Coaching & Mentoring

Stop Letting AI Failures Define Your Leadership

Ready to understand what really went wrong? Our confidential Architecture Assessment reveals exactly why your AI failed and provides a clear path to success.

✓ Completely confidential process
✓ Clear diagnosis of what went wrong
✓ Roadmap to actual success
✓ No vendor pitches, just truth

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Vadim Kuhay • Founder, Advanced Software Enterprises Inc.

vadim@asei.systems • LinkedIn • GitHub

"Architecture is trust. Code is conversation. Velocity comes from clarity."