Insights & Expertise
Human+AI, data, CRM and intelligent systems: what we learn building and operating, and the studies we publish.
Brand System Documentation: The Specifications That Prevent Design Drift Over Time
Six months after a rebrand, most teams find their button radius has drifted from 8px to 12px in three places, the primary blue exists in four slightly different hex values across Figma libraries, and the sales deck uses a heading weight that nobody approved. This is design drift, and it accelerates the moment your brand […]
AI Agents Marketing Automation: What Changed and What Still Works
Most marketing teams adopted AI tools in the last 18 months. Few changed how they actually operate. The gap between “we use AI” and “AI agents run our marketing automation” is enormous, and closing it requires more honesty about what these systems can and cannot do. Let me walk through what I have seen shift […]
Why Email Volume Scaling Strategy Is a Revenue Decision, Not a Tech One
From 41% inbox placement to 98.3% in 63 days, with a 3.1x increase in email-attributed revenue. That single shift came from treating email volume scaling strategy as a commercial decision rather than an infrastructure checkbox. This is the documented story of how a European B2C publisher sending 85 million emails per month was leaving most […]
Inside Email Content Fingerprinting Deliverability: A Technical Walkthrough
Quick verdict: If you send more than 500K emails monthly using templated content, fingerprinting is already shaping your inbox placement – whether you manage it or not. Most senders obsess over authentication protocols and IP reputation while ignoring the thing that actually gets them filtered: the content itself. Email content fingerprinting deliverability is the mechanism […]
VDMS Email Management: Lessons from Running Multi-Country Ops
Most teams track delivery rate and call it deliverability. The two numbers measure different things, and confusing them is the single most common reason VDMS email management programs bleed revenue without anyone noticing. A message “delivered” to a spam folder still counts as delivered. It just never gets read. When you operate across multiple countries, […]
CRM Enrichment Workflows That Turn Sparse Contact Records Into Decision-Ready Data
Last quarter I audited a Salesforce instance with 412,000 contact records. Around 38% had a job title field, 22% had a usable phone number, and roughly 9% carried any firmographic data beyond company name. The marketing team was still segmenting campaigns off this. Predictably, open rates sat at 11% and SQL conversion hovered near 0.7%. […]
Categories
- CRM Optimization & Deliverability 181
- AI & Business Automation 115
- Martech & Industry Trends 88
- ESPs & Marketing Automation 87
- Data Strategy & Analytics 54
- Trends, Future & Digital Ecosystems 25
- Email Design, UX & Conversion 23
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- CRM Strategy & Customer Lifecycle 18
- Research, Philosophy & Thought Leadership 10
- Consulting & Advisory Practice 10
- Content Production & Brand Systems 10
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- Investigacion, Filosofia y Liderazgo de Pensamiento 1