Monolytics Blog
Welcome to the Monolytics blog — a growing library of notes on product analytics, session intelligence, and how we build the platform.
Latest posts
AI Bug Detection From Session Replay
Learn how AI-assisted session replay review can surface bug candidates from observable user behavior without claiming root-cause certainty.
AI Bug Triage From Session Replay Evidence
Turn AI-surfaced replay bug candidates into better triage notes with visible symptoms, representative sessions, environment context, and confidence labels.
AI Customer Journey Analysis From Session Replay
Use AI-assisted replay review to analyze customer journeys, compare failed and successful paths, and turn visible behavior into safer product decisions.
AI Funnel Analysis With Session Replay
Use AI-assisted session replay analysis to move from funnel drop-off to replay-backed evidence, confidence labels, and the next product action.
AI Session Replay Analysis Checklist
Use this checklist to review AI-surfaced session replay findings before turning them into bug reports, UX fixes, surveys, or tests.
AI Session Replay Analysis Workflow
Use an evidence-first AI session replay analysis workflow to find bugs, UX friction, and conversion blockers without overtrusting AI guesses.
AI UX Issue Detection With Session Replay
Use AI-assisted session replay review to surface UX issue candidates like dead clicks, loops, hesitation, and unclear states while keeping decisions evidence-based.
How to Validate AI-Surfaced UX Issues
Validate AI-surfaced UX issues with representative sessions, successful-session comparison, supporting signals, and a small next action.
Privacy-Safe AI Session Replay Analysis
Use this checklist to review masking, sensitive routes, access, retention, and verification before using AI-assisted session replay analysis.
Product Questions to Ask Your Session Replay Assistant
Learn how to ask replay-backed product questions that help AI surface useful sessions without overclaiming user intent or root cause.
