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Insights & Expertise

Human+AI, data, CRM and intelligent systems: what we learn building and operating, and the studies we publish.

Reclaiming the Marketplace Customer Journey
Martech & Industry Trends

Reclaiming the Marketplace Customer Journey

Are you watching up to 30% of customers acquired through marketplaces never making a second purchase directly from you? This stagnation highlights a critical need for reclaiming marketplace customer journey control and building direct relationships to improve customer lifetime value. Luxury retailers can improve customer lifetime value by shifting focus from third-party platforms to owned […]

1 Feb 2026 Read more →
Why AI Efficiency Is Killing ROI: The Case for Human Judgment
AI & Business Automation

Why AI Efficiency Is Killing ROI: The Case for Human Judgment

The Infrastructure-Agnostic Approach to High-Volume Email The Invisible Ceiling: Why Your Enterprise Stack Needs an Infrastructure Overlay For Marketing VPs and CRM Directors at enterprise brands, the email tech stack is usually a settled debate. You have invested heavily in “The Brain” – platforms like Salesforce Marketing Cloud, Adobe Campaign, or Oracle. These systems are […]

30 Jan 2026 Read more →
Legacy to AI: Transforming Global Manufacturing
CRM Optimization & Deliverability

Legacy to AI: Transforming Global Manufacturing

Losing 20% of your raw materials to unexpected line shutdowns is a painful reality for many manufacturers. Legacy systems often can’t predict these disruptions. This costly blind spot can be closed by successfully transitioning legacy manufacturing to AI. It transforms reactive maintenance into proactive precision. The goal is to connect previously siloed data points across […]

29 Jan 2026 Read more →
Stop Revenue Leaks: Best Omnichannel Marketing Platforms for 2026
ESPs & Marketing Automation

Stop Revenue Leaks: Best Omnichannel Marketing Platforms for 2026

Where the money leaks Most revenue leaks do not happen inside a campaign. They happen between channels. A customer buys on the app, then gets a service email that ignores the purchase, then sees a discount ad for the thing they already own. Salesforce’s State of the Connected Customer research found that 76 percent of […]

28 Jan 2026 Read more →
Humanizing AI CRM Automation for Scaling Teams
CRM Optimization & Deliverability

Humanizing AI CRM Automation for Scaling Teams

Humanizing AI CRM Automation for Scaling Teams Seeing customer satisfaction scores drop after implementing new AI-powered CRM automation? Many scaling teams report a 15-20% decrease in reply rates when AI feels robotic. The challenge of humanizing AI CRM automation is real. Companies can ensure digital tools empower, not isolate, by prioritizing emotional connection. This requires […]

27 Jan 2026 Read more →
Visual Identity Systems for Content-Led Brands: What Makes Design Decisions Scalable
Content Production & Brand Systems

Visual Identity Systems for Content-Led Brands: What Makes Design Decisions Scalable

Last quarter I audited the visual systems of seven content-heavy B2B brands publishing more than 40 pieces a month each. Five of them had design guidelines longer than 80 pages. Four of those five still produced visibly inconsistent output across their blog, LinkedIn, sales decks, and product UI. The pattern was clear: documentation length had […]

27 Jan 2026 Read more →