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AI STRATEGY & READINESS
From AI ambition to an actionable roadmap
I help leaders define where AI creates the most value, establish responsible governance, and build the operating model needed for successful adoption.
AI LITERACY · AI FLUENCY · AI GOVERNANCE & ETHICS
I help organizations create AI-fluent cultures
Where every employee understands AI, every leader makes informed decisions, and governance enables innovation instead of slowing it down.
20+ years of global initiatives spanning cybersecurity, automation, customer success, learning, operations and enablement.
From building academies and certification programs to leading cross-functional transformation, my work has always focused on one thing: helping people adopt new technologies and ways of working at scale.
SERVICES
From AI strategy to workforce capability
I partner with organizations to build AI literacy, responsible governance, and scalable enablement systems that empower people to adopt AI with confidence.
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AI LITERACY & WORKFORCE TRANSFORMATION
Building AI capability across the organization
I design AI literacy and fluency programs that equip business teams to use AI confidently, responsibly, and effectively in their day-to-day work.
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AI ENABLEMENT SYSTEMS
Making AI adoption scalable and repeatable
Beyond training, I build the systems that sustain adoption—from content and knowledge management to AI agents, governance workflows, and enablement operations.
HOW I WORK
The AI CHECK™ Framework
A practical framework for designing AI systems that are useful, responsible, and ready for adoption.
01 — Context
Start with the business problem.
Every AI initiative begins with understanding the context—not the technology. We define the business objective, success measures, risks, and whether AI is the right solution in the first place.
02 — Human in the Loop
Keep people accountable for decisions.
AI should support human judgment, not replace it. We define where human oversight is required, who owns decisions, approval thresholds, and accountability throughout the process.
03 — Explainability & Ethics
Build trust through transparency.
AI should produce outcomes that people can understand, challenge, and trust. We assess explainability, unintended consequences, fairness, and whether the use of AI is appropriate for the problem being solved.
04 — Compliance
Design for governance from day one.
Responsible AI requires more than policies. We align with regulatory requirements, establish governance, document decisions, and prepare for monitoring and continuous oversight.
05 — Know Your Data
Strong AI starts with trustworthy data.
We understand where data comes from, how it is governed, whether it is representative, and how privacy, security, and data quality are maintained throughout the AI lifecycle.
SPEAKING & PARTNERS
On stage and in the room with teams adopting AI.
NEXXT AI SUMMIT 2026 · AI MASTERCLASS
NEXXT AI SUMMIT 2026 · BUCHAREST
Opened the Solution Stage
AI Masterclass on Opportunity Mapping: how to find where AI creates real value before choosing the tools.
aBC CREATIVE BUSINESS SUMMIT 2026 · BUCHAREST
Speaker
4th edition of the aBC summit for creative entrepreneurs, Palatul Universul.
WORKED WITH
BRD – Groupe Société Générale
AI literacy workshops for small businesses, as part of the BRD DISTRICT initiative
Romanian American Foundation
Workshop on AI adoption
PROOF POINTS
Built from operational depth, not surface-level consulting.
AI LITERACY WORKSHOP
CREATIVE INDUSTRIES PANEL
AI X EDUCATION WORKSHOP
20+
years across automation & cybersecurity
200+
SMB leaders and entrepreneurs trained in AI literacy workshops
100+
hours of AI workshops and webinars delivered to diverse audiences
C-level
very comfortable with high-stakes stakeholders and executive audiences
Certified AI Ethicist [CAIE]
AI Design Sprint Practitioner
Oxford Saïd Business School
Harvard Professional Education
Ready to make AI adoption clearer for your team?
Start with a focused conversation about your goals, team context, and what would make the next step useful.