Insights on data and decisions.
Articles on analytics, business intelligence and AI from the Qelvoryxa team.
Featured · AI
From dashboards to decisions: what AI changes about BI
Dashboards show what happened. AI-assisted analysis can explain why — here's how the shift changes the way teams work with data.
Oct 20, 2026 · 7 min read · Trevor Whitmore
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Business IntelligenceThe five metrics every SaaS team should define first
Before you build a single chart, align on MRR, churn, activation, CAC and net retention.
Oct 13, 2026 · 6 min · Qelvoryxa Research Team
Predictive AnalyticsA practical guide to forecasting revenue
Seasonality, confidence ranges and scenario planning, explained for non-statisticians.
Oct 6, 2026 · 9 min · Qelvoryxa Research Team
Data AnalyticsHow to ask better questions of your data
The quality of an answer depends on the question. A framework for framing analytics questions.
Sep 29, 2026 · 5 min · Trevor Whitmore
AIExplainable AI in analytics: why transparency matters
If teams can't see how an AI reached its answer, they won't trust it. Principles for explainable insights.
Sep 22, 2026 · 6 min · Trevor Whitmore
Business IntelligenceBuilding a single source of truth for business metrics
Why a semantic metrics layer prevents conflicting numbers across teams.
Sep 15, 2026 · 8 min · Qelvoryxa Research Team
Predictive AnalyticsSpotting churn early with predictive signals
Usage, support and billing patterns that tend to precede cancellation.
Sep 8, 2026 · 7 min · Qelvoryxa Research Team
Data AnalyticsCohort analysis for e-commerce, step by step
Understand repeat purchase behavior and customer lifetime value with cohorts.
Sep 1, 2026 · 6 min · Qelvoryxa Research Team