Insights & Expertise
Human+AI, data, CRM and intelligent systems: what we learn building and operating, and the studies we publish.
AI Agents Business Reality Check 2026: What Changed and What Still Works
Most AI agent pilots from 2024 are dead. Not paused – abandoned. That is the most important finding from this year’s landscape review, and it matters more than any headline about autonomous agents reshaping work. The AI agents business reality check 2026 is not a story of failure. It is a story of miscalibrated expectations […]
Martech Landscape 14000 Tools Navigate in Practice: Lessons from High-Volume Senders
The martech landscape 14000 tools navigate challenge is not a discovery problem. You can find the tools. The real problem is that most teams are buying answers to questions they have not clearly asked yet – and the vendor ecosystem is designed to exploit exactly that confusion. This is a review built from operating at […]
AlphaFold to ISM8969: AI Reaches Its First Cancer Treatment
In 1999, a PhD student in Cambridge filed away a problem he thought would eventually be suitable for AI. The problem was protein folding: given an amino acid sequence, predict the three-dimensional shape the protein will take. Demis Hassabis recalled this at Sequoia on April 29, 2026. He had been an undergraduate then. It took […]
Privacy By Design CRM Architecture: Architecture Patterns for Scale
Most CRM teams treat privacy as a legal checkbox. They bolt on consent banners after the fact, add a data deletion script when legal asks, and call it done. The cost of that approach compounds quietly until it doesn’t – a regulatory fine, a data breach disclosure, a customer churn spike that traces back to […]
ESP Vendor Lock-in Risks: What Changed and What Still Works
The companies losing the most money in email marketing are not the ones with bad creative. They are the ones trapped inside an ESP contract they signed three years ago, paying for features they cannot audit, running on shared infrastructure they do not control, with data they cannot easily extract. ESP vendor lock-in risks have […]
Best Open Source Email Marketing Platform: Buyer Checklist for Enterprise Teams
Enterprise teams evaluating the best open source email marketing platform consistently underestimate one variable: total cost of ownership diverges sharply from licensing cost within 18 months. The platform is rarely the budget problem. The infrastructure around it is. Before you shortlist tools, run this checklist. What “Open Source” Actually Costs at Scale Open source eliminates […]
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
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