Work & Impact
Automation · Product Delivery
AI-assisted lead workflows
Making lead qualification and response processes more useful, consistent and human-centered.
Role: Product ownership · Automation
The challenge
Incoming leads need to be assessed and answered quickly and consistently — repetitive work that is easy to get wrong under time pressure.
My contribution
I worked on AI-assisted classification and qualification of incoming leads and supporting responses, including a concept in which people review and approve before anything is sent.
Approach
Let AI take the repetitive first pass and keep people in control of the decisions that matter.
What I learned
A human approval step is not a limitation; it is often what makes automation usable in practice.
Details are intentionally high-level to respect the confidentiality of the teams and organizations involved.
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Let’s build something meaningful.
I’m always interested in thoughtful conversations about product leadership, applied AI, technology-driven transformation and opportunities where I can make a meaningful contribution.