Insights & Expertise
Human+AI, data, CRM and intelligent systems: what we learn building and operating, and the studies we publish.
Mastering B2B Marketing Data Strategy for 2026
Your B2B marketing team generated 2,000 leads last quarter. Sales closed 35. That’s a 1.75% conversion rate — and nobody in the boardroom is celebrating. The gap between leads and revenue is where most B2B marketing data analytics strategy efforts quietly fail. Not because the data isn’t there, but because it’s not connected to anything […]
Operationalize CRM Data for Business ROI
Operationalize CRM Data for Business ROI Your CRM has 50,000 contacts, 18 months of behavioral data, and a dashboard full of charts—yet your sales pipeline looks the same as it did six months ago. To truly operationalize CRM data for ROI, you need to stop collecting and start activating. The gap between “we have the […]
AI Vendor Lock-In: How to Stop Your Tech Stack Holding You Hostage
Deliverability Infrastructure Strategy Beyond the ESP: Why Enterprise Email Ops Require an Infrastructure-Agnostic Approach When you are responsible for sending over a million emails a month, the standard playbook provided by legacy Email Service Providers (ESPs) often falls short. For the VP of Marketing or CRM Director at a high-growth DTC brand or global publisher, […]
Travel Orchestration vs Marketing Automation for CRM
You see a 45% open rate on your retargeting emails, yet your booking recovery remains stuck at 3%. The emails are sending, but the revenue isn’t following. This gap defines the orchestration vs marketing automation conflict. Automation fires a generic message because a timer ran out; orchestration waits because the user just failed a payment […]
Stakeholder Alignment in Digital Transformation: The Communication Framework That Works
Last year I sat in on a CRM migration kickoff where the CMO, the CIO, and the head of sales each described the project’s goal in incompatible terms. The CMO wanted lifecycle automation, the CIO wanted to retire two legacy databases, and sales wanted faster lead routing. Six months and €400K later, the project shipped […]
Digital Transformation in Sports Leadership
Your predictive models forecast a winning season, but your player retention stats show a team on the verge of quitting. This specific disconnect highlights the hardest part of digital transformation in sports leadership: utilizing data without killing the culture. Colorado College recognized this tension. They needed data to inform development, not dictate it. Data Innovation […]
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