Insights & Expertise
Human+AI, data, CRM and intelligent systems: what we learn building and operating, and the studies we publish.
The Co-Evolutionary Model: What It Actually Means to Work Alongside AI Agents Every Day
Last quarter, a CRM manager I work with stopped opening her segmentation tool. She kept the tab pinned, but her actual workflow had moved into a chat window where an agent drafted SQL, ran the query against Snowflake, and returned a cohort with notes on data quality. She still made every decision about who got […]
Total Bloom: Hearts Soaring from Investment and Analysis
Many companies drown in customer data yet fail to pinpoint the specific actions that drive growth. You invest in sophisticated tools, but ROI remains elusive because insights aren’t translating into tangible customer experiences. Mastering CX data analysis frameworks can bridge this gap, turning stagnant databases into active growth engines. From Data Noise to Revenue: Converting […]
How ExO Framework, AI and IP Can Revolutionize Accounting Firms
How ExO Framework, AI and IP Can Revolutionize Accounting Firms Are your firm’s client acquisition costs rising while client lifetime value stagnates? Many accounting firms face this contradiction: investing more in marketing but seeing diminishing returns. This often stems from a failure to leverage data for personalized customer experiences. Data Innovation, a Barcelona-based CRM specialist […]
Customer Data Platform (CDP) Market Outlook 2025
Customer Data Platform (CDP) Market Outlook 2025: A Humanistic Approach Are you staring at a Customer Data Platform (CDP) that promised personalized experiences but delivers fragmented data? Do your marketing campaigns feel robotic, despite the investment in automation? Many companies see engagement plummet 20% after CDP implementation because they forget the human element. A robust […]
OpenAI Enables Shopping Within ChatGPT Conversations for 800 Million Users: Why It Matters
Are your e-commerce conversion rates stuck below 2% despite rising ChatGPT user engagement? Many CRM managers see promising AI demos. But struggle to translate that hype into actual sales. They are missing a key piece: a clear AI e-commerce transformation strategy that aligns AI capabilities with tangible business goals. Before chasing the latest AI features, […]
Autonomous Omnichannel: AI-Driven Pharmaceutical Marketing
Autonomous Omnichannel: AI-Driven Pharmaceutical Marketing Are you watching marketing ROI plateau, despite rising ad spend? Many pharmaceutical CRM directors see precisely this: costs climb, but engagement flatlines. An AI pharmaceutical marketing omnichannel strategy offers a solution. It’s a shift from scattered campaigns to a unified, intelligent system that learns and adapts. This ensures the right […]
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