Greg Harris · Product Manager

Building products that turn complex data into clear decisions

I'm a product manager with deep technical roots — from compliance SaaS in commercial banking to insurance telematics models worth millions in margin. I specialize in user research and context-aware data services, bridging data science and engineering to ship products that regulators approve, users adopt, and businesses scale.

About

Product management at the intersection of user research, data, and delivery

I bring products from insight to impact in complex, data-heavy domains. Whether it's building ML-based compliance tools for banks or refining telematics models for insurers, I focus on what ships, what scales, and what earns trust — from regulators, executives, and end users alike.

Product Strategy

From 0-to-1 products to scaling existing lines — roadmapping driven by user research, market analysis, and business goals.

User Research

Customer journey mapping, cognitive load analysis, and user testing to design workflows that reduce friction and drive adoption.

Context-Aware Data Services

Enriching telemetry and core data with contextual sources — working alongside data scientists to model, validate, and ship features that deliver measurable impact.

Technical Depth

Comfortable with APIs, data pipelines, and system architecture — I speak engineering fluently to unblock teams and de-risk delivery.

Regulated Industries

Deep experience navigating compliance in banking and insurance — shipping products regulators approve.

Execution & Prioritization

Quarterly roadmapping, executive sponsorship, and early adopter strategies that turn MVPs into production-grade products.

Work

Selected projects

From enterprise compliance platforms to personal side projects — each reflects how I think about problems, users, and impact.

Compliance SaaS · Fintech

Neocova Transaction Monitoring

ML-based transaction monitoring for commercial banks that replaced legacy rules-based systems, helping early adopter banks pass state regulatory reviews and expand into online lending.

Machine LearningBanking ComplianceUser ResearchRegulatory

Insurtech · Telematics

Safe Driving Rate

Contextual speed data integration into a safe driving telematics model, generating ~$8M/year in additional margin across a 75K customer base.

Data ScienceTelematicsInsurancePricing Models

Small Business Tool

Spotlight Auto Lube Planner

A planning tool I built as a gift for my cousin and his business partner to manage their small auto lube business.

Small BusinessPlanningSide Project

Developer Tooling

Webhook Reliability Validator

A small but essential piece of code for one of the most boring yet continuously necessary tasks in operating any data-heavy service or SaaS.

Developer ToolsReliabilityOpen Source

Contact

Let's build something together

Whether you're looking for a product leader, want to discuss a project, or just want to connect — I'd love to hear from you.