Case Study
B2B Data Platform Transformation
Repositioning a static directory tool into a modern, data-driven platform.
List Tool → Data Platform Transformation
Angular + SQL Stack
Problem
- Product functioned primarily as a static list creation tool, limiting long-term value
- Limited feature depth reduced repeat usage and engagement
- Experience did not align with modern data SaaS platforms
Approach
Led a multi-phase product transformation focused on repositioning the platform from a simple directory tool into a more robust data platform.
Key Product Decisions
Shift from “List Tool” to “Data Platform”
- Reframed the product to function more like modern data platforms (e.g., ZoomInfo-style experiences)
- Focused on making data more actionable and continuously valuable, not just exportable
Redesign for Modern SaaS UX Patterns
- Updated UI/UX to align with current data SaaS expectations
- Improved navigation, structure, and clarity of information
- Reduced friction in how users explore and interact with data
Increase Product Stickiness
- Designed experience to encourage repeat usage rather than one-time list generation
- Improved how users discover, refine, and return to data
Execution
- Defined product direction and phased rollout strategy
- Partnered with engineering to implement updates within existing architecture (Angular + SQL)
- Balanced feature expansion with usability improvements
Outcome
- Increased product stickiness and repeat engagement
- Repositioned product from a static tool into a continuously valuable data platform
- Strengthened positioning as a core product offering
- Aligned user experience with modern SaaS expectations