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Insights & Expertise

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

AI Is No Longer a Tool — It’s Infrastructure
CRM Optimization & Deliverability

AI Is No Longer a Tool — It’s Infrastructure

A key player in Data Innovation, Google Workspace manages over 1 billion emails per month, and is now integrating AI agents for business operations to streamline workflows and enhance productivity. What used to be technical demos is now operational reality. What sounded like science fiction just a year ago is already delivering packages, preventing fraud, […]

31 Jul 2025 Read more →
Claude Slows Down Expert Developers: The Study Challenging the AI Productivity Hype
CRM Optimization & Deliverability

Claude Slows Down Expert Developers: The Study Challenging the AI Productivity Hype

Claude Slows Down Expert Developers: The Study Challenging the AI Productivity Hype A key player in the data landscape, Google, managing over 1 billion emails per month, faces similar challenges in bridging the AI productivity ROI gap observed in software development as highlighted in this Data Innovation article. Are your senior developers taking longer to […]

31 Jul 2025 Read more →
Bridging Digital Gaps: Aligning Marketing Strategy with Generational Media Habits
CRM Optimization & Deliverability

Bridging Digital Gaps: Aligning Marketing Strategy with Generational Media Habits

Are your CRM conversion rates lower than expected, despite steady traffic? Many companies see open rates drop by 15-20% when targeting younger demographics with the same messaging used for older audiences. This discrepancy highlights the need for generational CRM marketing strategies that resonate with the diverse media consumption habits of each age cohort. Ignoring these […]

31 Jul 2025 Read more →
Animated GIFs in B2B Email: Rules for Effective Use Without Hurting Deliverability
Email Design, UX & Conversion

Animated GIFs in B2B Email: Rules for Effective Use Without Hurting Deliverability

Incorporating animated GIFs in B2B emails demands a balance between engaging visuals and strict technical constraints like file sizes under 500KB. Prioritizing accessibility and Outlook fallbacks ensures your message adds value without harming load times or your sender reputation.

30 Jul 2025 Read more →
After-Hours Customer Relationship Management
CRM Optimization & Deliverability

After-Hours Customer Relationship Management

After-Hours Customer Relationship Management Are your after-hours sales conversions 15% lower than during business hours? Many businesses see a drop-off despite consistent website traffic. This often points to a failure in data-driven business process optimization. The problem isn’t a lack of interest, but a lack of support when customers need it most. Smart automation and […]

30 Jul 2025 Read more →
T-Mobile Sees Customer and Financial Gains From Transformation Strategy
CRM Optimization & Deliverability

T-Mobile Sees Customer and Financial Gains From Transformation Strategy

Are you tired of pouring resources into customer acquisition, only to see those customers churn within months? Many CRM directors find themselves trapped: acquisition costs are rising, but retention rates remain stubbornly flat. This disconnect often stems from outdated CRM systems that fail to deliver personalized experiences. Scaling customer retention through technology requires a hard […]

29 Jul 2025 Read more →