Insights & Expertise
Human+AI, data, CRM and intelligent systems: what we learn building and operating, and the studies we publish.
Death Third-party Cookies CRM First-party Hub: The Board-Level Conversation You Need to Have
The death of third-party cookies is not a browser update. It is a structural shift in how your business acquires, values, and monetizes customer relationships. And if your CRM is still treated as a campaign tool rather than a first-party data hub, your board is making decisions based on infrastructure that is actively depreciating. The […]
Inside AI Data Enrichment CRM: A Technical Walkthrough
Most AI data enrichment CRM implementations fail not because the models are bad, but because the enrichment layer sits too far from the sending infrastructure. I have watched teams spend six months integrating a third-party enrichment API only to discover the enriched fields never propagate to the segment builder in time for campaign execution. The […]
MarTech Vendor Selection: The Evaluation Framework We Use Across 200+ Tools
Last quarter we audited a mid-market SaaS company running 47 marketing tools. Twelve were duplicates, eight had not been logged into for 90 days, and three were billing the company for seats that belonged to employees who left in 2022. Total waste: roughly €180,000 annually. This is not unusual. After evaluating more than 200 MarTech […]
The Martech Stack 2026 Trends Framework Senior Leaders Are Using Now
Most martech stack 2026 trends articles will tell you to add more tools. The senior leaders actually gaining ground are doing the opposite: they are removing layers, consolidating vendors, and redirecting budget toward AI search visibility channels that didn’t exist two years ago. This checklist exists because the gap between “aware of the trend” and […]
Mautic Implementation Guide: What We Learned After 50 Implementations
Most Mautic implementations fail before the first campaign sends. They fail during infrastructure planning, when someone assumes “open-source” means “simple.” This Mautic implementation guide exists because we watched teams repeat the same structural mistakes across industries, geographies, and volume tiers. Fifty deployments later, the patterns are clear. The platform is capable. The problem is almost […]
The GDPR Email Marketing Compliance Framework for 2026
Most email programs treat GDPR email marketing compliance 2026 as a legal checkbox. The senders pulling ahead treat it as architecture. They design consent flows, data retention policies, and suppression logic into the infrastructure layer itself, not as afterthoughts bolted onto campaign workflows. The difference shows up in deliverability, subscriber trust, and ultimately revenue per […]
Categories
- CRM Optimization & Deliverability 184
- AI & Business Automation 107
- ESPs & Marketing Automation 92
- Martech & Industry Trends 82
- Data Strategy & Analytics 51
- Email Design, UX & Conversion 32
- Trends, Future & Digital Ecosystems 25
- Privacy, Trust & Digital Ethics 23
- CRM Strategy & Customer Lifecycle 18
- Content Production & Brand Systems 10
- Consulting & Advisory Practice 10
- Research, Philosophy & Thought Leadership 10
- Research 1