[ The Challenge ]Managing $3.4 Trillion in invested assets requires more than just digital tools; it requires autonomous governance. My mandate is to transition the bank’s operating model from "Human-Centric Digital" to "Agentic Autonomy"—building systems that don't just report on risk, but actively "code it away" before it reaches the balance sheet.
[ My role ]UBS
Madison Ave. New York, New York
DIRECTOR, HEAD OF AGENTIC AI STRATEGY
At UBS, I am leading the pivot from "Digital Transformation" to "Agentic Autonomy." My directive is to architect intelligent systems that do more than generate insights—they act on them.
I operate as a technical intrapreneur within the bank, bridging the gap between deep engineering (Kubernetes, Vector Embeddings) and executive P&L strategy. My work is defined by the invention of "Déjà" (Patent Pending)—a platform designed to replace manual auditing with deterministic validation engines.
We are not just modernizing the stack; we are building the "Self-Driving Bank," where operational friction is resolved by code, freeing our 15,000+ advisors to focus entirely on client alpha.
[ strategic outcomes ]Strategic Outcomes
Global Forensic Governance
Invention: "Déjà" (Patent Pending) Invented a Kubernetes-native governance platform targeting $500M in efficiency leakage. Engineered a deterministic validation engine using ephemeral hashing to guarantee audit readiness without source code retention—winning the UBS Innovator Award.
Autonomous Workflow Intelligence
Self-Healing Operations Architected a Transformer-based issue resolution engine that utilizes Vector Embeddings to autonomously detect team blockers. The system ingests real-time CI/CD data to "self-heal" operational friction before it impacts delivery.
Agentic AI Strategy
Speed at Scale Deployed autonomous agents (leveraging Vertex AI) to automate complex scenario planning. Slashed proposal generation time by 99% (3 days to <10 mins), reallocating 50,000+ annual hours to direct revenue generation.
Risk Hardening
Automated Suitability Tripled advisor capacity to 150+ families by architecting a Snowflake & Kafka event-driven architecture. Slashed NIGO (Not-in-Good-Order) rates by 60%, directly accelerating revenue realization while hardening the bank’s risk posture.
“Working with Charles has been a masterclass in clarity and innovation.
His ability to translate complex ideas into practical, actionable strategies sets a new benchmark for leadership within UBS. Charles approaches every initiative with precision and empathy, ensuring technology serves people—not the other way around.
His influence extends beyond delivery; he inspires teams to think bigger, work smarter, and execute with purpose.”
Maria Montserrat Gonzalez-Diaz
Executive Director, UBS Wealth Management
Agentic Signal → Vectorized Context → Zero-Ops Scale → Deterministic P&L
Stage 01Agentic Orchestration
Generative & Agentic AI Moving beyond simple chatbots to autonomous agents that execute complex workflows, trigger policy-aligned actions, and resolve blockers without human intervention.
Stage 02Vectorized Intelligence
Unstructured to Structured Transforming fragmented communication and document data into Vector Embeddings, creating a "Semantic Knowledge Graph" that allows the bank to query its own institutional memory.
Stage 03Zero-Latency Delivery
The "Zero-Ops" Model Decoupling revenue growth from headcount. Advisors and clients collaborate on a platform where suitability checks, compliance, and reporting happen in milliseconds, not days.
Stage 04Deterministic Impact
Audit-Proof ROI Demonstrable gains tracked not just in KPIs, but in P&L. From $500M in targeted efficiency savings to a 60% reduction in regulatory rework.
[ the journey ]Risk is not a variable. It is a constraint to be coded.
The Philosophy
Every journey begins with a constraint. In wealth management, that constraint is Risk. Traditional banking manages risk with armies of auditors. My approach is different: I manage risk with Architecture.
The Future
By building systems like "Déjà," we prove that Zero-Trust Security and Agentic Speed are not opposites. They are partners. The future of UBS is not just digital; it is autonomous, audit-proof, and inevitably faster.