Field notes from our work with marketing, support and analytics teams.
Predictive workflows, agentic dashboards and what changes for SME leaders this year.
What separating shared logic from dataset-specific logic actually buys you across a multi-dataset project.
Notes from building a retention model, and why recall mattered more than accuracy.
First-party data plays for sustainable growth.
SLA design, CRM hygiene and the hidden ROI of fast responses.
A trained model and a working product are two different things. Here's what closes the gap.
Budget changes the strategy, not just the size of it. What actually works for small teams.
