Calin Drimbau.
Independent consultant specialising in agentic AI, from strategic use-case selection through to enterprise-scale deployment.
Five years as an AI founder, delivering AI programs for large manufacturing organisations.
Or reach out directly calin@drimbau.com.
Use-Case Selection & AI Strategy
Effective AI programs begin with disciplined prioritisation. I work with executive and functional leadership to identify the opportunities most likely to deliver measurable value and to sequence investment accordingly.
Scope of engagement:
Opportunity mapping across business functions
Feasibility assessment and data readiness review
Prioritisation against impact, complexity, and strategic fit
Build, buy, and integrate analysis
Business case development and executive alignment
Agentic AI Design & Technical Advisory
Vendor-neutral technical guidance on architecture, tooling, and platform selection. Recommendations are grounded in enterprise constraints: security, integration, governance, and total cost of ownership.
Areas of advisory:
Agentic workflow design and orchestration architecture
Retrieval-augmented generation (RAG) pipeline design
Model selection and evaluation frameworks
Platform assessment: Azure AI, AWS Bedrock, GCP Vertex
Integration with ERP, HRIS, and enterprise ticketing systems
Security controls, access governance, and data handling
Cost modelling and scaling strategy
Program & Product Management
Translating AI strategy into operational delivery requires structured program leadership. I provide that continuity — from governance design through to production launch, ensuring programs remain on track against both technical and commercial objectives.
Scope of engagement:
Program structure, governance, and roadmap development
Stakeholder management and executive reporting
Delivery planning and backlog ownership
Vendor selection and performance oversight
Risk identification, escalation, and mitigation
Product discovery for AI-enabled workflows
Adoption measurement and outcome tracking
Engagements are structured as fractional program leadership or defined delivery sprints, depending on organisational need.