Insights & Expertise
Human+AI, data, CRM and intelligent systems: what we learn building and operating, and the studies we publish.
The Cross-border Data Compliance EU LATAM Framework Senior Leaders Are Using Now
Senior leaders running email programs across Europe and Latin America keep asking the same eight questions about cross-border data compliance EU LATAM. These are the direct answers, drawn from what’s actually working in multi-region operations right now. Frequently Asked Questions About Cross-border Data Compliance EU LATAM 1. Why should I treat privacy as a competitive […]
Intelligence²: The Business Case for Making Humans Smarter with AI (Not Replacing Them)
Intelligence²: The Business Case for Making Humans Smarter with AI (Not Replacing Them) The companies winning with AI are not the ones that replaced the most humans. They are the ones that made their humans measurably sharper. This is the intelligence squared thesis: Smart Humans multiplied by Smart AI, not Smart Humans added to Smart […]
What a Real AI Consulting Engagement Looks Like: From Discovery to Running System in 12 Weeks
What a Real AI Consulting Engagement Looks Like: From Discovery to Running System in 12 Weeks A publisher with 2 million contacts, a 14% inbox placement rate, and zero documented data strategy went from broken deliverability to a running intelligent system in 90 days. That outcome is repeatable – but only if you understand what […]
GEO: The End of SEO as We Know It and What Replaces It in 2026
GEO: The End of SEO as We Know It and What Replaces It in 2026 Search behavior has fractured. Between 30 and 40 percent of queries that would have gone to Google in 2022 now go to ChatGPT, Perplexity, or Claude instead. That is not a trend to monitor – it is a structural shift […]
Data Strategy for Mid-Market Companies: From Raw Data to Competitive Intelligence in 90 Days
Data Strategy for Mid-Market Companies: From Raw Data to Competitive Intelligence in 90 Days Most mid-market companies are not short on data. They are short on connection. The CRM holds customer records that the email platform never sees. GA4 tracks web behavior that never reaches the sales team. Finance runs on numbers the marketing team […]
What Agentic AI Systems Actually Are (And the 9-Stage Pipeline That Makes Them Useful in Business)
What Agentic AI Systems Actually Are (And the 9-Stage Pipeline That Makes Them Useful in Business) Most companies deploying “AI” are running glorified autocomplete. A chatbot answers a question. An agentic AI system pursues a goal, takes actions, checks its own output, and loops until the job is done. That distinction determines whether AI creates […]
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