Insights & Expertise
Email deliverability, CRM, AI automation and data strategies for modern marketers.
5 CRM Lifecycle Stages That Predict Which B2B Accounts Will Expand in Year Two
Looking at three years of post-sale data across roughly 180 B2B SaaS accounts we’ve worked with, one pattern keeps surfacing: expansion in year two is rarely about the renewal conversation. It’s decided much earlier, in the lifecycle signals between months two and nine. Accounts that expanded by 30% or more in their second year almost […]
Improve Email Deliverability with Amazon SES Tenant Management
Improve Email Deliverability with Amazon SES Tenant Management Scaling to millions of emails usually leads to a painful realization: a single “bad actor” sub-account or a spike in bounces from one marketing campaign can tank the reputation of your entire infrastructure. At Data Innovation—sending over 1 billion emails monthly for global leaders like Nestlé—we’ve seen […]
Balancing AI Goals and Core Strengths: Twilio’s Customer Engagement Platform
Balancing AI Goals and Core Strengths: Twilio’s Customer Engagement Platform Are you seeing AI adoption increase support ticket volume by 18%? Many companies face a paradox. They implement AI to improve customer engagement, but customer satisfaction scores decline. The challenge lies in scaling AI without losing human connection. Automation without empathy creates friction. The solution […]
Marketing Automation with AI
Are your marketing automation click-through rates plummeting despite flawless segmentation? Many CRM directors see engagement drop 15-20% after implementing new AI tools, a sign that something is missing. A successful human-centric marketing automation strategy bridges the gap between efficiency and genuine connection. Why AI Can’t Replace Empathy (And What To Do About It) Automation and […]
Exclusive: AI Data Analytics Startup Dataiku Picks Banks for US IPO, Sources Say
Exclusive: Is Your Scaling AI Data Analytics Strategy Ready for Growth? Stuck with dashboards that report last week’s news, not future opportunities? Many CRM directors find their “real-time” AI insights are 7 days stale. That delay costs them revenue. A robust scaling AI data analytics strategy closes that gap. It transforms lagging indicators into actionable […]
Predictive Email Marketing: Propensity Models and Send-Time AI That Work in 2025
In 2025, B2B email teams are layering propensity-to-purchase models, churn prediction scores, and send-time optimisation algorithms on top of engagement history, CRM signals, and web behaviour data to drive open-rate lifts of 15 to 25 percent. Success hinges on clean, unified data pipelines, because even the best predictive features inside platforms like HubSpot, Salesforce, and Braze collapse when input quality falls short.
Categories
- CRM Optimization & Deliverability 176
- AI & Business Automation 98
- Martech & Industry Trends 78
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- Data Strategy & Analytics 46
- Email Design, UX & Conversion 30
- Trends, Future & Digital Ecosystems 25
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- CRM Strategy & Customer Lifecycle 12
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