Insights & Expertise
Human+AI, data, CRM and intelligent systems: what we learn building and operating, and the studies we publish.
Sendability email optimization: Behind the System at Data Innovation
After fifteen years of watching email platforms come and go, I have learned to be cautious about branded systems that promise to fix deliverability. Most of them are repackaged best practices wrapped in a shiny dashboard. But Sendability email optimization caught my attention because it approaches the problem from a direction most tools ignore: the […]
Brazil-EU Data Transfers: Scale Your LATAM Revenue Without Risk
Enterprise Email Optimization The “Optimization Layer”: How Enterprise Brands Solve Deliverability Without Changing Platforms For CRM Directors and Marketing VPs managing volumes in excess of 1 million emails per month, the “Platform Trap” is a familiar headache. You invest heavily in enterprise-grade stacks like Salesforce Marketing Cloud, Adobe Campaign, or Oracle Responsys. These platforms are […]
Why Your CTR Is Flat: How AI in Marketing Boosts It by 254%
Optimizing High-Volume Email Architecture For leaders managing monthly volumes in the millions, email is no longer just a marketing channel – it is a logistics operation. The complexity of managing reputation, infrastructure costs, and data hygiene scales non-linearly. What works at 100,000 sends often breaks at 10 million. At Data Innovation, we have observed a […]
Michael Reda de Marzetti on Omnichannel Growth and Brand Expansion Beyond Food
The Power of Data: Transforming Customer Experiences and Market Positioning In an increasingly competitive business environment, the ability to interpret and use data strategically has become a key differentiator. As a Data Scientist or Business Analyst, the innovative use of data analytics not only influences customer experiences but also strengthens the market position of companies. […]
Change Management in Marketing Automation: The Human Side of Technical Deployments
Last quarter I sat in a room with a CRM director who had just signed a six-figure contract for a new marketing automation platform. The technical migration was scheduled for eight weeks. When I asked how the campaign managers, content team, and sales ops would be onboarded, the answer was a two-hour Zoom training the […]
Why AI Revenue Forecasts Fail (And How Clean CRM Data Fixes It)
Your forecast missed, and the model is not the reason You added a forecasting layer on top of the CRM. It produced a number. The quarter closed somewhere else. Now someone senior wants to know why the AI got it wrong, and the honest answer is uncomfortable. The model read the records it was given, […]
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
- Privacy, Trust & Digital Ethics 23
- CRM Strategy & Customer Lifecycle 18
- Research, Philosophy & Thought Leadership 10
- Consulting & Advisory Practice 10
- Content Production & Brand Systems 10
- Research 1
- Investigacion, Filosofia y Liderazgo de Pensamiento 1