Product portfolio

Kelly Connelly

Product Manager | AI, Experimentation, Enterprise Workflows

I build thoughtful product experiences grounded in research, prototyping, instrumentation, and experimentation. My work spans enterprise workflows, AI-assisted product thinking, and customer-centered growth opportunities.

Selected work in AI-assisted product strategy, experimentation, and enterprise workflow design.

Product Approach

How I Build Products

I like product work that makes ambiguity useful: clear questions, visible assumptions, lightweight prototypes, measurable behavior, and decisions grounded in evidence.

01

Frame the Question

Turn an ambiguous opportunity into a focused product question with clear users, constraints, and business stakes.

02

Research the Opportunity

Synthesize market signals, user needs, and competitive patterns into practical product assumptions.

03

Prototype the Experience

Make the strategy tangible enough for critique, usability feedback, and sharper tradeoff conversations.

04

Instrument the Behavior

Define the events, properties, funnel steps, and success metrics needed to learn from real usage.

05

Analyze the Results

Look for directional signals, bottlenecks, cohort differences, and the next most useful question.

06

Decide What to Build Next

Translate evidence into a recommendation, a roadmap step, or a clearer experiment before scaling.

About

About Me

I am a product leader with deep experience in enterprise workflow and digital experience transformation, now building a portfolio of AI-assisted product investigations that combine research, prototyping, instrumentation, analytics, and experimentation.

I am especially interested in the intersection of AI, productivity, discovery, and human-centered product design.

Current Learning & Credentials

Kelley School of Business — MBA candidate Microsoft AI Product Manager Certificate — In progress SQL + Product Analytics — SQLBolt, DataCamp SQL, Amplitude practice