Insights

Notes on loyalty, CRM, AI and customer platforms.

Short perspectives written for executives and senior product leaders. Articles below are in development and will be published progressively.

  • 01

    Why Loyalty Programmes Fail

    Most loyalty programmes underperform not because of mechanics, but because the underlying customer and commercial strategy was never clearly defined.

    In preparation
  • 02

    CRM Before Technology

    Strong CRM outcomes start with operating model, data discipline and decision logic - long before a platform decision is made.

    In preparation
  • 03

    AI in Customer Engagement

    Where AI genuinely improves customer engagement, and where it adds cost and risk without proportional value.

    In preparation
  • 04

    Building Practical Personalization

    A pragmatic view on personalization: prioritised use cases, decisioning, content supply and measurement that actually holds up in production.

    In preparation
  • 05

    Customer Data vs Customer Insight

    Why most organizations have more data than they need and less insight than they think - and how to close that gap.

    In preparation

Contact

Want to discuss any of these topics?

Reach out and share the angle you're exploring - happy to compare notes.

Direct: contact@szaboadvisory.com