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Insights & Expertise

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

Industrial Artificial Intelligence: Harnessing the Power of Knowledge
AI & Business Automation

Industrial Artificial Intelligence: Harnessing the Power of Knowledge

Industrial leaders often invest in AI-powered predictive maintenance and smart logistics only to find their real-world data is too fragmented to drive actual results. This “pilot purgatory” occurs because you cannot build a skyscraper of Industrial AI on a foundation of messy, siloed data. Overcoming digital transformation roadblocks requires a strategic pivot from buying tools […]

21 Oct 2025 Read more →
How We Structure a Data Consulting Engagement: The Phases That Reduce Risk and Deliver Results
Consulting & Advisory Practice

How We Structure a Data Consulting Engagement: The Phases That Reduce Risk and Deliver Results

Last quarter we audited a stalled CRM migration for a mid-market retailer in Barcelona. The previous vendor had skipped discovery, jumped straight to implementation, and burned through €180,000 before anyone noticed the source data had three conflicting customer ID schemes. That project did not fail because of bad engineers. It failed because the engagement had […]

21 Oct 2025 Read more →
Klarna Revamps AI Strategy for CRM by Partnering with Google Cloud
CRM Optimization & Deliverability

Klarna Revamps AI Strategy for CRM by Partnering with Google Cloud

Klarna Revamps AI Strategy for CRM by Partnering with Google Cloud Are your CRM dashboards overflowing with data, yet key customer insights remain hidden? Many CRM directors struggle to translate vast datasets into actionable strategies. This is especially true when trying to achieve AI business process transformation. Klarna’s recent partnership with Google Cloud offers a […]

20 Oct 2025 Read more →
InboxAlly Unveils Expert-Created 15-Step Email Sending Checklist to Prevent Costly Mistakes
CRM Optimization & Deliverability

InboxAlly Unveils Expert-Created 15-Step Email Sending Checklist to Prevent Costly Mistakes

InboxAlly Unveils Expert-Created Email Sending Checklist to Prevent Costly Mistakes Are your email open rates stuck below 15%, even with a clean list? You’re not alone. Many businesses struggle to break through the noise despite careful segmentation. The problem often lies in overlooking crucial pre-flight checks. To increase engagement, you must analyze the impact of […]

18 Oct 2025 Read more →
Enhancing PepsiCo’s Customer Engagement with Artificial Intelligence
CRM Optimization & Deliverability

Enhancing PepsiCo’s Customer Engagement with Artificial Intelligence

Enhancing PepsiCo’s Customer Engagement with Artificial Intelligence Are you seeing a disconnect between your AI investments and actual CRM results? Many CRM directors struggle to translate sophisticated AI models into tangible improvements in customer engagement. They’re left wondering why increased data processing power doesn’t equal higher customer lifetime value. This article explores how to overcome […]

17 Oct 2025 Read more →
Miami’s Mod Op Acquires Ascend Marketing in North Texas to Boost B2B Skills
ESPs & Marketing Automation

Miami’s Mod Op Acquires Ascend Marketing in North Texas to Boost B2B Skills

Are marketing automation efforts delivering dashboards full of data, but not enough actual revenue? Many B2B companies invest heavily in tools and talent for digital transformation, only to find themselves overwhelmed by complex reports that don’t translate into actionable insights. The problem isn’t a lack of data; it’s a lack of clarity on which metrics […]

16 Oct 2025 Read more →