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Insights & Expertise

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

ETHIX: The Latin American Startup Using AI to Fight Public Procurement Fraud
CRM Optimization & Deliverability

ETHIX: The Latin American Startup Using AI to Fight Public Procurement Fraud

ETHIX: The Latin American Startup Using AI to Fight Public Procurement Fraud Imagine auditing thousands of government contracts, each a labyrinth of legal jargon. Missed deadlines, budget overruns, and outright fraud cost Latin American nations billions annually. What if AI could flag those risks *before* contracts are signed? ETHIX is using AI procurement risk detection […]

1 Aug 2025 Read more →
Assessing the Top 7 ETL Tools for Efficient Data Transfer
CRM Optimization & Deliverability

Assessing the Top 7 ETL Tools for Efficient Data Transfer

Assessing the Top 7 ETL Tools for Efficient Data Transfer Struggling with data silos that stall decision-making? Many enterprises find their operational efficiency hampered by fragmented data. Choosing the best ETL tools for enterprise data can solve this, yet many companies choose tools that don’t integrate well with their existing infrastructure, leading to wasted resources […]

1 Aug 2025 Read more →
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 →
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 →