Insights & case studies
Real-world automation stories, technical deep-dives, and actionable strategies for B2B teams.
Automating contact enrichment across Klaviyo, Shopify, and Google Sheets
How to maintain a unified customer view when data lives in multiple systems, using automated workflows to sync identifiers and enrich profiles.
Building an enterprise knowledge base for near-perfect AI accuracy
How to create an AI assistant that responds exclusively with verified company information, eliminating the risk of fabricated answers.
Building a master agent for Telegram with n8n
How I built a personal AI assistant that orchestrates 10+ specialized agents via Telegram, handling everything from emails to calendar to Spotify.
Build a real-time voice agent that only speaks the truth
How we built a conversational AI that responds in under 500ms, stays locked to your company content, and delivers a seamless voice experience.
The rise of the GTM engineer
Why modern B2B companies are hiring GTM Engineers instead of adding more SDRs, and what this means for revenue operations.
The complete guide to CRM enrichment
How to transform your CRM from a messy database into a clean, actionable source of truth for your entire GTM team.
Case study: 3x pipeline with automated outbound
How a B2B SaaS company tripled their pipeline by replacing manual SDR research with automated workflows.