FRACTIONAL AI LEADERSHIP
DSS Implementation Lead
From Strategy to Production AI in 3-6 Months
Your AI Implementation Partner
I lead your AI implementation hands-on, ensuring production deployment that analysts actually use
Why Most AI Projects Fail
Common Failures
- • Strategy documents gathering dust
- • Vendors deliver "black boxes" nobody trusts
- • Internal teams lack AI production experience
- • Pilots never scale to real usage
- • 18+ months with no tangible results
The Cost of Failure
- • €5-10M wasted on failed implementations
- • Team morale destroyed
- • Board loses faith in AI initiatives
- • Competitors pull further ahead
- • "AI skepticism" blocks future projects
My Implementation Approach
Not Consulting. Building.
I don't deliver PowerPoints. I write code, deploy systems, and train your team to maintain them. Having built the WeGenS framework and deployed 27B parameter models in production, I bring real implementation experience to your project.
Month 1-2
Foundation & Quick Wins
Month 3-4
Production Deployment
Month 5-6
Scale & Handover
6-Month Implementation Journey
Foundation & Architecture
- • Design DSS architecture aligned with existing systems
- • Set up development environment and CI/CD pipeline
- • Build first prototype with real data
- • Establish model governance framework
- • Weekly demos showing tangible progress
Production Deployment
- • Deploy to production with select user group
- • Integrate with Bloomberg/Reuters/internal data
- • Implement explainability and audit trails
- • Train power users and gather feedback
- • Achieve first measurable efficiency gains
Scale & Knowledge Transfer
- • Roll out to all target users
- • Comprehensive team training program
- • Document all systems and processes
- • Establish maintenance procedures
- • Ensure full team autonomy post-handover
What You Get
Tangible Deliverables
- ✔ Production DSS processing real decisions
- ✔ Source code and full documentation
- ✔ Trained team capable of maintenance
- ✔ Governance and compliance framework
- ✔ Measurable efficiency improvements
Ongoing Support
- ✔ Weekly progress reviews with stakeholders
- ✔ Hands-on pair programming with your team
- ✔ Direct Slack/Teams access for questions
- ✔ Board-level progress reporting
- ✔ 90-day warranty post-deployment
Modern Tech Stack
I implement using proven, scalable technologies - not experimental frameworks:
Success Metrics We'll Track
Ready to Build Real AI?
Stop wasting time on vendors who can't deliver. Let's build your DSS together.
Your Implementation Partner
Marco Gruppo | Harvard PhD | WeGenS Framework Creator
25+ Years Building Production Financial Systems
Start Your Implementation: marco@gruppomarco.net
Schedule Discussion: calendly.com/marco-gruppomarco/30min