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Insights & Expertise

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

Springbot Enhances Marketing Suite with Identity Matrix and AI Boost
ESPs & Marketing Automation

Springbot Enhances Marketing Suite with Identity Matrix and AI Boost

Springbot Enhances Marketing Suite with Identity Matrix and AI Boost Are your marketing campaigns suffering from low engagement despite high spend? Many CRM directors face the frustration of seeing personalization efforts fail to deliver expected ROI. They invest in sophisticated AI tools, but struggle to translate data into meaningful customer experiences. This often results in […]

1 May 2025 Read more →
7 Essential Python Libraries for Analytical Engineers
Data Strategy & Analytics

7 Essential Python Libraries for Analytical Engineers

7 Essential Python Libraries for Analytical Engineers Stuck spending 80% of your time cleaning data instead of analyzing it? Many analytical engineers struggle with inefficient workflows. They are spending too much time wrestling with data inconsistencies. The result? Delayed insights and missed opportunities to improve CRM and enterprise systems. The right tools are critical for […]

30 Apr 2025 Read more →
Mizuho Partners with Versana to Enhance Digital Transformation in Syndicated Loan Market
Martech & Industry Trends

Mizuho Partners with Versana to Enhance Digital Transformation in Syndicated Loan Market

Mizuho Partners with Versana to Enhance Digital Transformation in Syndicated Loan Market Are you struggling to translate mountains of loan data into actionable insights? Many firms find themselves drowning in data but starved for clarity, leading to missed opportunities and increased risk. This challenge underscores the critical need for improving customer experience with predictive data […]

29 Apr 2025 Read more →
AI Boosts Productivity as Sales Present a New Frontier
AI & Business Automation

AI Boosts Productivity as Sales Present a New Frontier

AI Boosts Productivity as Sales Present a New Frontier Are your sales reps spending more time on data entry than closing deals? Many CRM directors see productivity stall when their teams spend 60% of their day on manual tasks. AI sales productivity solutions can free up their time, but only if implemented correctly. Otherwise, they […]

28 Apr 2025 Read more →
Real-Time Activation: The Next Competitive Edge Begins with CDPs
Data Strategy & Analytics

Real-Time Activation: The Next Competitive Edge Begins with CDPs

Stop Losing Revenue to the 24-Hour Delay Every second your customer data sits idle in a database, its value evaporates. While 35% of marketing emails never reach the inbox, the deeper failure for most companies is investing in platforms but suffering from an “activation gap”—the distance between a customer’s action and a brand’s response. Moving […]

27 Apr 2025 Read more →
Highsnobiety to Shut Down E-Commerce Operations and Lay Off Staff
Martech & Industry Trends

Highsnobiety to Shut Down E-Commerce Operations and Lay Off Staff

Are you seeing a disconnect between your CRM data and actual sales? Many e-commerce businesses invest heavily in AI CRM personalization strategies, only to find that revenue plateaus despite improved engagement metrics. This gap often stems from a failure to translate personalized insights into actionable omnichannel strategies. Highsnobiety’s recent e-commerce shutdown underscores the risk of […]

26 Apr 2025 Read more →