Reports
AI-generated structured vendor updates
Palo Alto Networks Launches Prisma AIRS AI Gateway as Enterprise AI Control Plane
Palo Alto Networks announces GA of Prisma AIRS AI Gateway, integrating Portkey technology. It acts as an enterprise AI control plane for LLM, MCP, and A2A interactions, offering observability, governance, and security. Processed 68 trillion tokens with sub-millisecond latency and 99.999% availability.
Microsoft signs $130B+ data center leases, locking in AI compute capacity
Microsoft signed over $130 billion in new data center leases in Q4 2026, securing capacity for Azure, Copilot, and OpenAI. Total lease obligations for unoperated facilities reached $329.1B, signaling long-term bets on AI demand. Azure annual revenue exceeded $100B for the first time, with Copilot paid seats surpassing 30 million.
Zscaler报告显示企业100%存在未治理AI暴露面
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AMD Helios Rack Challenges NVIDIA NVLink with Open UALoE Interconnect
At Advancing AI 2026, AMD launched the Helios rack with 72 MI455X GPUs, 18 Venice EPYC CPUs, and Pensando networking, claiming 30% higher inference token/$ vs NVIDIA NVL72. It introduced UALoE open interconnect to break NVLink lock-in, partnering with Cerebras, Cisco, and major AI firms.
Cisco计划8月为9万名员工部署AI Agent提升生产力
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Palo Alto Networks Prisma AIRS AI Gateway全面上市，收购Embrace扩展可观测性
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Meta Develops Switchboard AI Model Router to Control Inference Costs and Ecosystem
Meta's internal incubator AAI Labs is developing Switchboard, an AI model router that analyzes task complexity and routes to the most suitable model to minimize inference costs. Initially applied to internal AI coding agents, it may later become a commercial service, positioning Meta as a control layer for AI inference.
Palo Alto Networks Launches AI Gateway as Centralized Control Plane for Enterprise AI
Palo Alto Networks announces general availability of AI Gateway, integrating Portkey technology, positioned as the enterprise AI control plane. It unifies LLM, MCP, and A2A gateway execution, processing over 68 trillion tokens with sub-millisecond latency and 99.999% availability.
Microsoft Replaces OpenAI/Anthropic with In-House MAI Models to Cut Costs and Reduce Dependency
Microsoft has started replacing OpenAI and Anthropic AI calls in Excel and Outlook with its in-house MAI models, handling tens of thousands of prompts weekly. The move aims to cut costs and reduce dependency on Anthropic, signaling a strategic shift toward internal AI models and impacting the AI vendor ecosystem.
Microsoft Releases Go SDK for Agent Framework, Challenging Google in Go Ecosystem
In July 2026, Microsoft released the Go SDK for Agent Framework in public preview, supporting MCP and multi-agent coordination. This positions Microsoft alongside Google as the only major cloud vendors offering native Go Agent SDKs, while OpenAI and Anthropic lag with Python-only support, risking developer ecosystem erosion.
Cisco Launches Cloud Control and AgenticOps to Consolidate Network Management
At Cisco Live 2026, Cisco unveiled Cloud Control to unify Meraki, Catalyst Center, Nexus Dashboard, Security Cloud Control, and Splunk, along with AgenticOps for AI-driven network automation. Concurrently, it laid off 471 employees to align with an AI-first strategy, shifting from hardware sales to operational subscriptions and creating vendor lock-in.
Anthropic企业AI采用首超OpenAI 300亿年化收入运行率确认
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AI Giants Bet $10B on Forward Deployed Engineers: Control Shifts from Models to Engineering
Microsoft, OpenAI, Anthropic, and AWS collectively announced nearly $10B investment in Forward Deployed Engineer (FDE) model. Model interchangeability is now assumed; scarce resource moves from model parameters to engineering capability of embedding AI into business processes. This signals a fundamental paradigm shift in enterprise AI deployment.
Google Cloud Launches Blackwell GPU Confidential VM & Open-Source Prompt Encryption SDK, Redefining AI Security
Google Cloud upgrades its confidential computing portfolio with Blackwell GPU-based confidential VMs (Confidential G4 VMs preview), open-source Prompt Encryption SDK, and enhanced Confidential Space featuring Intel Trust Authority and Hopper GPU support, addressing TEE vulnerability CVE-2026-33697 to bolster AI inference and cross-organization training security.
Fortinet FortiAIGate with NVIDIA Shifts AI Security Control to GPU-Accelerated Inline
Fortinet launches FortiAIGate integrating NVIDIA Blackwell GPU and Dynamo inference framework for inline AI workload protection across data center, cloud, and edge. Promises ultra-low latency, multi-tenancy, and data sovereignty compliance.
Microsoft Shifts Copilot Cowork to Usage-Based Pricing, Eyes DeepSeek for Cost-Efficiency
Microsoft transitions Copilot Cowork to usage-based billing (Copilot Credits) and considers integrating fine-tuned DeepSeek V4 or open-source models as low-cost alternatives, hosted on Azure. This move addresses high costs from intensive usage and signals a multi-model strategy.
NVIDIA Acquires Kumo AI for $400M: Expanding from GPU Compute to Structured Data Prediction
NVIDIA acquires Kumo AI for over $400M, adding graph neural network and time series analysis for enterprise predictions like churn and inventory optimization. This extends NVIDIA from GPU compute into enterprise data intelligence, complementing HPE partnerships for AI factory solutions, Vera CPU architecture, and agentic AI validated designs.
OpenAI buys Ona: Control point shifts to persistent AI agent runtime
OpenAI acquires cloud infrastructure startup Ona to integrate its persistent execution environment into Codex, enabling AI agents to run independently for hours or days in enterprise-owned clouds. This addresses security, governance, and audit requirements, signaling OpenAI's shift from model provider to full-stack AI platform.
Anthropic Releases Zero Trust Framework for AI Agents
Anthropic releases the industry's first Zero Trust framework for AI agents, defining core principles, five agent-specific threats, and a six-capability roadmap. It shifts security focus from network perimeters to agent identity, behavior, and least agency, setting a new baseline for AI agent security.
Zscaler Acquires Symmetry: AI Agent Identity Becomes New Security Control Plane
Zscaler acquires Symmetry Systems to integrate Access Graph into Zero Trust Exchange, targeting AI Agent identity blind spots. Provides NHI visibility, least privilege, data lineage tracking, real-time anomaly detection, and blast radius analysis. Signals security control plane shift from network perimeter to Agent identity.