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

MIT’s LFM2VL: Multimodal AI That Fits in Your Pocket
CRM Optimization & Deliverability

MIT’s LFM2VL: Multimodal AI That Fits in Your Pocket

MIT’s LFM2VL: Multimodal AI That Fits in Your Pocket Struggling with CRM data access in areas with spotty connectivity? Imagine a sales rep in a rural area, unable to access crucial client data because of a poor connection. Or a field technician needing real-time equipment diagnostics, but hampered by latency. MIT’s LFM2VL model solves this […]

1 Sep 2025 Read more →
The AI Model Boom: From Tech Giants to NASA
CRM Optimization & Deliverability

The AI Model Boom: From Tech Giants to NASA

The AI Model Boom: Is Your CRM Drowning in Options? Are you spending more time evaluating AI models than actually using them? Many CRM leaders face this challenge. They’re caught between promises of increased efficiency and the reality of integration headaches. The constant influx of new AI models creates analysis paralysis. An effective enterprise AI […]

1 Sep 2025 Read more →
When AI Bots Threaten to Choke the Internet
CRM Optimization & Deliverability

When AI Bots Threaten to Choke the Internet

When AI Bots Threaten to Choke the Internet Are your cloud infrastructure costs double what they were last year? You’re not alone. Unmanaged AI bot traffic is silently consuming bandwidth and resources. This surge in autonomous activity makes managing AI bot traffic costs a critical concern. Enterprises now need a network strategy to navigate this […]

1 Sep 2025 Read more →
OpenMind OM1: The “Android” for Humanoid Robots
CRM Optimization & Deliverability

OpenMind OM1: The “Android” for Humanoid Robots

Are you seeing 30% of leads stall after CRM integration? Even with optimized workflows, the complexity of integrating humanoid robots can introduce unexpected data bottlenecks. Early adopters are finding that standardizing humanoid robot infrastructure requires more than just hardware and AI. It demands a cohesive data strategy that aligns robot capabilities with enterprise systems. Data […]

1 Sep 2025 Read more →
Abacus AI and Code LLM CLI: Bringing AI Into the Terminal
CRM Optimization & Deliverability

Abacus AI and Code LLM CLI: Bringing AI Into the Terminal

Abacus AI and Code LLM CLI: Bringing AI Into the Terminal Stuck debugging a critical CRM integration at 2 AM? You’re not alone. Many developers struggle to quickly translate complex requirements into working code. They lose hours switching between Stack Overflow, documentation, and their IDE. This context switching slows down development and increases the risk […]

1 Sep 2025 Read more →
Apple’s Bold Leap: Siri Gets a Body
CRM Optimization & Deliverability

Apple’s Bold Leap: Siri Gets a Body

Apple’s Bold Leap: Siri Gets a Body Struggling to personalize customer experiences beyond basic voice commands? You’re not alone. CRM directors find that current smart home integrations offer fragmented data. They miss crucial context—like a customer’s facial expression when they reorder coffee for the third time. Apple’s potential move to give Siri a physical presence […]

1 Sep 2025 Read more →