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Insights & Expertise

Human+AI, data, CRM and intelligent systems: what we learn building and operating, and the studies we publish.

Stop Doing Email Marketing Not Dead 2026 This Way – Here Is Why
Martech & Industry Trends

Stop Doing Email Marketing Not Dead 2026 This Way – Here Is Why

The debate over the death of the inbox is a distraction. The reality of why email marketing not dead 2026 trends in boardrooms comes down to one structural shift: the inbox has ceased being a standalone broadcast channel and has become the foundational identity layer for AI agent workflows. If you are still running batch-and-blast […]

11 Aug 2026 Read more →
The AI Customer Segmentation CRM Playbook That Actually Works
CRM Optimization & Deliverability

The AI Customer Segmentation CRM Playbook That Actually Works

You have half a million contacts in your database. Right now, your segmentation strategy likely relies on recency, frequency, and monetary metrics. Someone bought a pair of shoes 45 days ago, so they get enrolled in the standard 30-to-60-day post-purchase flow. It is a rigid, rules-based system looking exclusively in the rearview mirror. Implementing a […]

10 Aug 2026 Read more →
Email Blocklist Check Tools: What to Use, What to Skip
ESPs & Marketing Automation

Email Blocklist Check Tools: What to Use, What to Skip

A sudden 30% drop in open rates is rarely a copywriting problem. It is usually a reputation problem. If you send commercial email at scale, your IPs and sending domains are constantly evaluated by mailbox providers. Falling onto a major blocklist acts as a silent revenue killer. Campaigns leave your server, your marketing platform marks […]

9 Aug 2026 Read more →
Email Authentication Failures Troubleshooting: Diagnosis Checklist from 200+ Audits
ESPs & Marketing Automation

Email Authentication Failures Troubleshooting: Diagnosis Checklist from 200+ Audits

When a million messages suddenly hit the spam folder, basic DMARC and SPF checks rarely expose the root cause. This checklist standardizes the exact process for email authentication failures troubleshooting that rescues enterprise sender reputations. Built for CRM managers, deliverability specialists, and technical leads, it provides a systematic path to isolate alignment errors, DNS faults, […]

6 Aug 2026 Read more →
How to How To Migrate ESP Without Losing Deliverability: The 5-Step Checklist
ESPs & Marketing Automation

How to How To Migrate ESP Without Losing Deliverability: The 5-Step Checklist

Most email service provider (ESP) migrations burn millions of dollars in lost revenue. Companies treat transitioning their email infrastructure like a standard software swap, assuming their sender reputation will automatically follow them to the new vendor. It rarely does. Mailbox providers like Gmail and Yahoo map reputation to specific IP addresses and routing configurations, not […]

5 Aug 2026 Read more →
Data Migration Martech Horror Stories: One Team, Three Mistakes, Real Recovery
AI & Business Automation

Data Migration Martech Horror Stories: One Team, Three Mistakes, Real Recovery

From a self-inflicted 42% revenue drop post-migration to a fully mapped Tableau architecture driving a 34% year-over-year lift in 90 days. Most data migration martech horror stories start with a spreadsheet. Marketing teams export millions of rows of customer data, map the basic column headers to a new platform, and press import. They assume data […]

4 Aug 2026 Read more →