Enterprise AI

Fundamental, founded by ex-DeepMind researchers, raised $255 million—including a $225 million Series A led by Oak HC/FT—to launch NEXUS, the first Large Tabular Model tailored for enterprise spreadsheets. Trained on billions of datasets, NEXUS predicts outcomes like fraud detection, demand forecasting, and patient readmissions without heavy data prep. It integrates seamlessly with SQL databases and AWS, enabling quick insights for Fortune 100 firms. Key investors include Valor Equity Partners and Salesforce Ventures. This addresses the gap where 80% of enterprise data is structured but underutilized, boosting efficiency in retail pricing, manufacturing inventory, and energy modeling.

In 2026, AI transitions from experiments to the structural pillar of digital economies, enabling up to 40% efficiency gains in processes like inventory prediction and risk assessment. Discover how AI reshapes software development by automating code from intent, shrinking cycles from months to weeks. Cloud 3.0 embraces hybrid and sovereign models for AI scalability, supporting low-latency apps in autonomous vehicles and secure data in healthcare. Intelligent ops replace monolithic systems with adaptive ecosystems for real-time supply chain adjustments. Tech sovereignty balances global connectivity with control amid regulations. This report unpacks these interconnected trends, offering executive insights for strategic planning and innovation across sectors.

Moltbot AI Assistant, formerly Clawdbot, runs offline on local devices, integrating with emails, files, and apps for proactive task management—driving its viral growth among developers and productivity users. Yet, security researchers flag severe risks: hundreds of exposed admin interfaces allow unauthenticated access to credentials and chats, while malicious Skills in the MoltHub registry enable supply-chain attacks, with one demo infecting 16 users in hours. In enterprises, 22% of clients run unauthorized instances, risking data leaks, prompt injections, and malware like RedLine targeting its storage. Key threats include plaintext credential files and root-level access; experts recommend VM isolation, firewalls, and audits to balance innovation with safety.