Deploy AI The Right Way
From provider selection to production deployment, navigate the complex landscape of AI integration with confidence and compliance.
Comprehensive AI Strategy
Every AI deployment needs to balance innovation with practicality. I help you make the right decisions across all critical areas.
Provider Selection & Architecture
Navigate the complex landscape of AI providers and deployment models
- State-of-the-art vs. Open Source trade-offs
- Public cloud vs. Private deployment considerations
- Multi-model strategies and vendor lock-in prevention
- Cost optimization and performance balancing
- Edge deployment and latency requirements
Compliance & Legal Framework
Stay compliant while innovating with AI across global markets
- GDPR implications for AI data processing
- EU AI Act compliance and risk categorization
- Cloud Act and FISA considerations for data sovereignty
- IP and licensing in AI-generated content
- Ethical AI guidelines and bias mitigation
Engineering Integration
Transform your development process with AI-powered tools
- Spec-driven development with AI
- Agentic coding and code generation workflows
- Natural language QA and testing automation
- AI-powered code review and security scanning
- Documentation generation and maintenance
Product Roadmap & Strategy
Build a realistic, achievable AI transformation roadmap
- AI maturity assessment and gap analysis
- Quick wins vs. strategic initiatives
- Build vs. buy vs. partner decisions
- Success metrics and ROI measurement
- Change management and adoption strategies
How I Can Help You
Choose the engagement model that fits your needs and timeline
Strategic Review & Training
Knowledge Transfer
Empower your team with AI expertise through workshops and strategic reviews. Perfect for organizations starting their AI journey.
- Executive AI strategy workshops
- Technical deep-dives for engineering teams
- Compliance and risk assessment sessions
- Hands-on provider evaluation labs
Transformation Consulting
Full Implementation
End-to-end guidance for your AI transformation, similar to agile transformations but focused on AI adoption.
- Current state assessment
- Roadmap development and prioritization
- Team coaching and mentoring
- Continuous improvement cycles
POC & MVP Development
Rapid Prototyping
Quickly validate AI use cases with production-ready prototypes that demonstrate real business value.
- Use case identification and validation
- Rapid prototype development
- Performance benchmarking
- Scaling strategy and handover
Common AI Challenges
Questions I help organizations answer every day
Which AI model should we use?
I help you evaluate providers based on your specific needs: performance, cost, compliance, and integration requirements.
How do we stay compliant?
Navigate GDPR, AI Act, and data sovereignty requirements with practical, implementable compliance strategies.
How do we integrate AI into our workflow?
Transform your development process incrementally with proven AI tool adoption patterns.
What's realistic vs. hype?
Cut through the noise with experience-based guidance on what actually works in production.
Why Work With Me on AI Strategy
Real-World Experience
20+ years building and deploying production systems, not just theory. I've seen what works and what doesn't at scale.
Compliance Expertise
Navigate the complex web of GDPR, AI Act, and data sovereignty requirements with practical, implementable solutions.
Engineering-First
Focus on what developers actually need to build with AI, not just executive strategy decks.
Pragmatic Approach
Cut through the hype with realistic assessments and achievable roadmaps that deliver actual business value.
Ready to Deploy AI Strategically?
Whether you need training, consulting, or hands-on development, let's build your AI strategy together.