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Why Context Infrastructure Is Replacing Raw Power in Corporate AI Spending

Why Context Infrastructure Is Replacing Raw Power in Corporate AI Spending

New York, Sunday, 1 November 2026.
With 94% of corporate AI failing to deliver financial returns, executives are shifting capital from raw computational models to governed context layers that bridge real-world business data with verifiable user permissions.

Cisco Bets on Artificial Intelligence to Overhaul Decades of Software

Cisco Bets on Artificial Intelligence to Overhaul Decades of Software

San Jose, Friday, 30 October 2026.
Cisco granted a 27-year-old engineer unlimited artificial intelligence access and a two-person team to rewrite 98% of its legacy software architecture within two years.

Enterprise Consultancy phData Secures Growth Capital to Expand Claude AI Deployments

Enterprise Consultancy phData Secures Growth Capital to Expand Claude AI Deployments

Minneapolis, Wednesday, 28 October 2026.
Backed by Anthropic and Gryphon Investors, phData secured new funding to hire 300 specialists, directly tackling enterprise data bottlenecks to deploy reliable, audit-ready AI agents across corporate operations.