How can Bentley Systems balance the need for comprehensive data collection in its ProjectWise platform with user concerns about privacy and data security?

Introduction

Balancing comprehensive data collection in Bentley Systems' ProjectWise platform with user privacy and data security concerns is a critical challenge. This scenario involves navigating the trade-off between gathering valuable project data and maintaining user trust. I'll address this by examining the product context, identifying key metrics, designing experiments, and providing a strategic recommendation.

Step 1

Clarifying Questions (3 minutes)

• Based on ProjectWise's positioning, I'm thinking it's primarily used by large engineering firms. Could you confirm the main user segments and their typical project sizes?

Why it matters: Helps tailor privacy solutions to specific user needs Expected answer: Large engineering firms with multi-million dollar projects Impact on approach: Would focus on enterprise-grade security features

• Considering Bentley's business model, I assume ProjectWise is a key revenue driver. How does data collection currently impact our monetization strategy?

Why it matters: Aligns solution with business objectives Expected answer: Data insights drive upsells and renewals Impact on approach: Would prioritize maintaining data quality while enhancing privacy

• Given the nature of engineering projects, I'm guessing users are particularly sensitive about intellectual property. What are the most common privacy concerns we're hearing from users?

Why it matters: Identifies specific privacy issues to address Expected answer: Concerns about data access, storage, and third-party sharing Impact on approach: Would focus on transparent data policies and granular control

• Thinking about our technical infrastructure, how modular is our current data collection system? Can we easily adjust what data we collect and how we store it?

Why it matters: Determines feasibility of implementing granular privacy controls Expected answer: Moderately flexible, but some legacy systems Impact on approach: Would consider a phased approach to privacy enhancements

• Regarding our development resources, do we have a dedicated privacy and security team, or would this initiative require new hires?

Why it matters: Assesses our capacity to implement privacy improvements Expected answer: Small existing team, may need to expand Impact on approach: Would prioritize high-impact, resource-efficient solutions