Look, I understand you need data, but we can't cross that line. It's risky for users, and it could seriously hurt us too. How about we try this instead? We can give you solid info without naming names, or we can ask users directly in a way that respects their privacy. We're all about ethical data, and I want to find a solution that works for everyone. If breaking the rules is a dealbreaker, then maybe we're not the right fit.

This is common - Getting more details , keep all data ready is clients requirements. - This is not necessary client aware about regulation, constraints linked due to privacy. - Need to understand guidelines , match is with client need. - Share possible data within Framework and communicate issues due to privacy. Most of the client would understand.

Firstly I would explore the clients needs, and their use cases for the data. Understanding what they need, how they intend to use it, and the value (to them) of the end result. There is probably a very good reason they need this data. Then I would use a data de identification tool to apply the method of annomyization that retains the data utility needed to meet their needs. Let’s protect the data privacy. I’d follow up with an education session to review data privacy regulatory concerns, and scope the future work planned. So next time the client needs can be meet in advance, and not on-the-fly during the project.

Ask the client for their primary use case as to why they need the data. Many a time, it can be addressed by anonymized means. Beyond that, should a client require, always keep it behind a user consent with a Prominent Permissions dialog. This protects the user, the client, and the vendors that may have access to sensitive data.

No shortcuts: the user is the owner of the data. If the client needs details protected by laws and regulations, the application needs to be designed from scratch to request permission upfront. If the client is asking the info once the app is launched, the potential solution is requesting new users for the permission, if you don't want to create unnecessary concerns with the existing users, and use data only from accepting users. A way to increase adherence is to incentivize users, either with loyalty points of your program, discounts/vouchers on retailers, or specific differentiation in the pricing scheme.

When a client requests more user data than privacy guidelines allow, educating them on the legal and ethical implications is essential. I suggest alternative solutions like data aggregation or anonymization to achieve their goals without breaching privacy regulations. Documenting all communications and decisions ensures transparency and protects the organization. Balancing client needs with compliance fosters trust and long-term relationships.