Software and SaaS development
Digital products that solve, scale and evolve.
Insights
Guides, analysis and lessons on product, artificial intelligence, growth, communications and cloud.
Editorial themes
Digital products that solve, scale and evolve.
AI systems for real-world processes.
Demand, catalogue, partners and conversion.
Every conversation in the right channel.
Available, observable and ready services.
Learn what record removal means, how to propagate it across connected systems, and which exceptions to plan for so synchronization does not restore records or disrupt workflows.
↗
Define what information each agent needs to resolve a case, and how to limit, retrieve, and log access without replicating unnecessary data.
↗
Learn when a backfill is necessary, how to define its scope and choose a method, and how to validate results without duplicating notifications, charges, or changes.
↗
Learn how to trace a metric from a report back to its sources, rules, and owners, and diagnose why two systems may show different figures.
↗
Define data freshness according to the decisions it supports. Set acceptable delays, make lag visible, and decide what to do when information becomes outdated.
↗
Set rules for detecting duplicate customers, deciding which records to merge, and protecting useful data through confidence levels, human review, and traceability.
↗
A practical framework for choosing, preserving, and reconciling identifiers across CRM, ERP, ecommerce, and custom applications without confusing entities.
↗
A practical framework for deciding which data travels in an event, which data is retrieved later, and how to avoid dependencies, stale data, and security risks.
↗
Choose between real-time and batch integration based on the cost of delay, volume, available recovery options, and operational capacity.
↗
A practical framework for assigning authority to each data point, reducing conflicts between systems, and designing traceable, sustainable integrations.
↗
Learn how to create a runbook for critical integrations with signals, decisions, owners, and evidence to respond without stopping operations.
↗
Design verifiable attribution rules, conversion statuses, and evidence to settle affiliate commissions with fewer disputes.
↗