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Insights & Expertise

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

Enterprise ESP migration: avoid losing sales from poor deliverability
ESPs & Marketing Automation

Enterprise ESP migration: avoid losing sales from poor deliverability

The industry tells you that to survive an ESP (Email Service Provider) migration you only need a gradual “IP warming plan”. They tell you that if you send few emails at first and increase volume slowly, you will be safe. It’s a lie. Or at least, it’s a dangerous simplification that is costing you money. […]

20 Oct 2026 Read more →
Your CEO collapsed: how to avoid a reputation crisis in 24h
CRM Optimization & Deliverability

Your CEO collapsed: how to avoid a reputation crisis in 24h

Here is the article rewritten in the Narrative Case Study format. The day the CRM went silent: how to save a Black Friday when the “Hero” disappears Data Innovation manages more than 1 billion emails a month and, in this article, presents a CRM continuity plan to mitigate reputation risks when key staff are unexpectedly […]

20 Oct 2026 Read more →
Why separating CRM and communication is destroying your retention
Data Strategy & Analytics

Why separating CRM and communication is destroying your retention

Data Innovation manages more than 1,000 million emails per month. This data management capacity provides a unique perspective on the importance of a unified contactability strategy to improve customer retention, as explored in this article. Experiment: We blocked Marketing newsletters when Logistics fails. Here are the raw results. We have always heard the theory: “the […]

20 Oct 2026 Read more →
Why your leads do not close: the future of AI sales intelligence
AI & Business Automation

Why your leads do not close: the future of AI sales intelligence

The hidden cost of AI: why your CAC spikes when you ignore data hygiene You have invested six figures in predictive AI (“Sales Intelligence”) looking for efficiency. Your goal was to increase the conversion rate and shorten the sales cycle. However, your Customer Acquisition Cost (CAC) is not going down and your SDRs are still […]

20 Oct 2026 Read more →
Lifecycle marketing: how to move contacts from stranger to brand advocate
Data Strategy & Analytics

Lifecycle marketing: how to move contacts from stranger to brand advocate

Most marketing teams spend budget on acquisition and then wonder why revenue stalls. The problem is rarely at the top of the funnel, but in the middle and bottom, where contacts stall, disengage, or quietly unsubscribe. Lifecycle Marketing is the discipline of designing intentional experiences at every stage of the customer journey, from anonymous visitor […]

20 Oct 2026 Read more →
Stop capturing fake leads with the new IPQS email verification
Martech & Industry Trends

Stop capturing fake leads with the new IPQS email verification

Experiment: Closing the door on “toxic leads” in real time We had spent months looking at a chart that made no sense: our database was growing 15% quarterly, but revenue per subscriber was plummeting. The marketing team was celebrating, but the sales dashboard was in the red. We came across the case of a retailer […]

20 Oct 2026 Read more →