Builder Product Manager working at the intersection of AI, risk technology, and regulated banking.

My background spans software engineering, business analysis, product management, and enterprise transformation. I build and experiment with AI assistants, internal tools, workflow prototypes, eval-driven product ideas, and decision-support products - especially for complex, expert-heavy domains like risk, governance, compliance, and financial workflows.

• AI-assisted internal products for regulated workflows
• Rapid prototyping from problem statement to working demo
• Evals and quality thinking for AI-enabled systems
• Decision-support tools for risk, capital, liquidity, and governance use cases
• Builder PM practices: product thinking with technical depth

• AI assistants for expert-heavy enterprise workflows
• Workflow and decision-support tools for banking and risk domains
• Product prototypes built with AI-assisted coding tools
• Better ways to move from PoC to production-grade systems
• Lightweight testing and eval patterns for AI-enabled products

Prototype exploring AI-assisted workflow design and interaction patterns.

Experiment focused on liquidity-related product ideas, workflows, or user-facing prototypes.

Prototype exploring capital optimisation concepts and decision-support thinking.

Experiment around modular product thinking for RWA / capital-related workflows.

Early exploration of model-related workflows, product structure, or governance support.

I’m especially interested in the gap between:

• idea vs usable product
• AI demo vs production-worthy system
• requirements-heavy work vs builder-oriented product discovery

I care about:

• clear product framing
• practical system boundaries
• human review and control points
• evaluation and reliability
• making complex workflows easier to understand and operate

Selected learning areas include:

• AI Product Management
• AI Evals
• Agentic workflows and enterprise AI patterns
• Product strategy for AI-enabled products
• Testing and quality practices for modern product teams

• LinkedIn: linkedin.com/in/daenan
• GitHub: github.com/dae-nan

Building AI-enabled products for complex regulated workflows