AI product leadership across strategy, customer discovery, enterprise workflow automation, and agentic systems — from roadmap to GTM growth and trusted adoption.
Representative outcomes from enterprise SaaS product leadership.
Experience spanning finance automation, procurement, cloud platforms, and AI-enabled enterprise workflows.
Lead product strategy and cross-functional delivery across AP automation, supplier experiences, AI-enabled workflows, ERP integrations, and e-invoicing. Shipped enterprise capabilities designed to reduce manual processing and strengthen adoption across finance workflows.
Owned the CloudCore platform roadmap across cost efficiency, observability, release execution, and enterprise availability. Delivered platform improvements while maintaining stringent reliability and release-quality requirements.
Led product discovery and delivery across procure-to-pay, AP automation, and invoice-management capabilities. Shipped capabilities used by global enterprise customers and supported stronger workflow adoption.
My career has progressed from enterprise procurement and AP automation at Coupa, to cloud-platform product management at EIS, to leading AI-enabled finance automation and supplier products at Serrala.
I build enterprise SaaS and AI products by combining customer discovery, roadmap ownership, operating-process design, GTM alignment, and the controls required to move from prototype to reliable production adoption.
I use customer evidence, usage patterns, commercial signals, and competitive context to shape priorities before writing requirements.
I map decisions, handoffs, exception paths, controls, and measurable outcomes before choosing models or agents.
I design human-in-the-loop controls, observability, explainability, cost controls, and auditability before increasing autonomy.
The practical operating model I use to move AI products beyond demos: define the workflow, set quality thresholds, design human oversight, monitor outcomes, govern change and risk, and expand autonomy only when evidence supports it.
A focused set of articles on product strategy, reliable AI, governed autonomy, and enterprise adoption.
Human-in-the-loop is not a fallback. It is the product design system that helps enterprise AI earn trust over time.
A practical view on how agentic AI changes enterprise SaaS architecture, trust, pricing, and workflow execution.
A practical path for evolving legacy automation into governed, AI-native workflow systems.
I enjoy thoughtful conversations about enterprise AI, workflow automation, product strategy, and how to move AI systems from prototype to trusted production.