enterprise AI
36 published articles
Defense has become AI's new growth market
Inside xAI's pivot from chatbot to defense partner
xAI's Grok is no longer just a witty chatbot. After being acquired by SpaceX, the company has inked deals with the Pentagon and authoritarian governments, integrated into Microsoft Office, and raised billions from top investors. Here's how the AI startup became a defense contractor overnight.
2026-08-09
Enterprise AI
AI infrastructure gets a new security seal: Together AI passes ISO 27001:2022
Together AI's ISO 27001:2022 certification gives enterprise buyers a standardized benchmark for evaluating the security of AI infrastructure, covering the company's global platform and third-party data centers.
2026-08-06
Compute economics
AI bought the GPUs; nobody owns keeping them busy
Procurement has a team. Utilization doesn't. With multi-gigawatt GPU deals closing across four vendors, the metric that decided airline economics is becoming AI's binding constraint, and idle clusters lose money by the calendar hour.
2026-08-04
Enterprise AI
Half of Asia's enterprises don't use English for AI. That's the bottleneck
Alibaba Cloud's NielsenIQ survey of 1,000 Asian IT decision makers finds 95% raising AI budgets and 75% calling AI indispensable. The finding that matters most: only about half of enterprises use English for AI, making local-language models the next bottleneck.
2026-08-04
Local-language AI meets the Japanese enterprise
Sakana Namazu bets on keigo against the strongest AI era
Sakana AI introduced Namazu, a model specialized for Japanese business documents, email and keigo. It arrives as Asian enterprises report that scarce, low-quality local-language models are holding back AI adoption.
2026-08-03
Messier Corpus
957,253 records can't hide the gap: AI agents surge in coding but stall where enterprises need them
The Messier corpus, with 957,253 records across 30 benchmarks, reveals uneven AI agent progress: function calling is saturated, programming improves fastest, and enterprise workflows lag. It also shows that strict all-pass aggregation can obscure gains and flip leaderboard rankings.
2026-08-02
Per-Call Routing's Blind Spot in Agentic AI
For agentic AI, per-call routing is the blind spot. TRACE-Router has a fix.
A new routing framework, TRACE-Router, tackles the mismatch between per-call LLM routers and task-level success metrics in agentic AI, gaining up to 8 accuracy points and 36% lower latency.
2026-08-01
Enterprise AI
Anthropic's Claude finds its enterprise bridge: 30,000 Cognizant engineers
As AI capability outpaces enterprise adoption, Cognizant expands its Anthropic partnership, training 30,000 staff on Claude and delivering measurable productivity gains like 40% faster contract reviews and eight-hour weekly savings for underwriters. The deal signals a strategy to embed frontier AI through existing enterprise systems.
2026-08-01
Enterprise AI Security
A synthetic dataset cut AI agent permission violations by 93%
A new arXiv paper proposes a dynamic permission architecture for enterprise AI agents, backed by a validated synthetic dataset. The approach reduced permission ceiling violations by 93% in testing, offering a proactive defense against over-privileged agents.
2026-07-30
Research
A framework that defines trust by the numbers, and the gap between a benchmark and a boardroom
TRUST-ESD aims to bake risk calibration, governance compliance, and explainability into a single enterprise AI framework. Its results look strong on paper, but the gap between a controlled benchmark and a live boardroom decision remains wide.
2026-07-30
AI Strategy
Microsoft's in-house AI models are cutting costs by 89% in production
Microsoft's in-house MAI models are live in production, delivering dramatic cost savings across multiple products. The numbers signal a strategic shift: the company is now competing on inference efficiency, not just model quality.
2026-07-29
Data Infrastructure
Your AI agents are starving for clean data. Alibaba just automated the kitchen.
Alibaba Cloud launches DataBridge Agent to automate multi-source data collection, parsing and structuring for AI workflows. The tool tackles the growing disconnect between powerful models and messy enterprise data, acting as the chef your AI agents need.
2026-07-26