20 articles tagged
Chinese-built AI models now run 30 to 46% of US enterprise API tokens, up from about 4.5% in early 2025, driven by prices 60 to 90% below OpenAI and Anthropic. The cost case and the governance risks to weigh.
Claude reached general availability in Microsoft Foundry in late June 2026, billed in Claude Consumption Units where 100 CCU equals $1. How CCU conversion works and what it changes for your Azure bill.
Gemini 3.5 Pro entered July 2026 still in limited preview, with no confirmed GA date, benchmarks or final pricing, after slipping from a June target. What enterprise teams evaluating it should do now.
GPT-5.6 reached general availability on July 9, 2026 as three models: Sol at $5, Terra at $2.50 and Luna at $1 per million input tokens. How to pick the right tier for coding, agents and high-volume work.
Microsoft's $2.5 billion Frontier and AWS's $1 billion engineer org are the biggest bets yet that enterprise AI succeeds or fails on deployment, not models. What the vendor plays mean for buyers in 2026.
The majority of enterprise AI agent pilots never reach production, and Gartner expects over 40% cancelled by 2027, mostly for cost and governance reasons, not model quality. Here is how eCorpIT builds agents that ship
OpenAI's GPT-5.6 (Sol, Terra, Luna) went public on July 9, 2026, with Luna at $1/$6 per million tokens. We compare the new tiers to Claude Sonnet 5 and Gemini, and the levers that cut inference bills 60 to 80 percent.
On 11 May 2026 OpenAI launched DeployCo, a $4 billion company that embeds engineers inside enterprises to ship AI. Here is what it means for AI buyers and the consulting market.
Prompt injection is still OWASP's #1 LLM vulnerability in 2026, and agentic AI turns it into fraud and data theft. This guide shows how to contain it with least privilege, human approval and sandboxed tools.
US firms routed up to 46% of their OpenRouter tokens to Chinese open models in 2026 because they cost 60-90% less. Here is how DeepSeek, Qwen and GLM compare with OpenAI and Google on price, quality and risk.
The EU AI Act's August 2, 2026 milestone is narrower than planned: GPAI enforcement and transparency rules apply, while high-risk obligations moved to December 2, 2027. What enterprises, including Indian firms serving
Most enterprise AI never reaches production, and much that does shows no measurable return. Five delivery lessons tied to what breaks between a working demo and a system real users trust in 2026.
A US export-control directive pulled two frontier AI models offline worldwide in June 2026 with no notice. Five compliance moves for CTOs: dependency mapping, fallback, deemed-export screening, contracts, residency.
Apple runs AFM 3 Cloud Pro on Nvidia Blackwell GPUs inside Google Cloud, refined by Gemini frontier models, while reportedly paying Google about $1 billion a year. What Apple's Google-Nvidia architecture means
JPMorgan runs 450+ AI use cases and IBM's AskHR contains 94% of queries, yet Gartner expects 40% of agentic projects canceled by 2027. Seven agent use cases that reached production in 2026, and three that stalled.
Gartner expects over 40% of agentic AI projects to be canceled by 2027, and production agents succeed about 56.6% of the time. Three engineering lessons from shipping enterprise AI agents in 2026.
From MIT's 95% pilot-failure finding to Gartner's agentic AI warnings, here are 7 AI delivery lessons for enterprise teams: scoping, grounding, evaluation, cost control, governance, and DPDP-ready privacy.
Apple's AFM 3 Cloud Pro runs a frontier model on Nvidia GPUs in Google Cloud under Private Cloud Compute. What that architecture means for enterprise teams, and the observability gap it leaves.
AI agents are reaching production faster than the controls around them. The seven governance layers enterprises need before scaling agents in 2026, mapped to the EU AI Act, NIST, OWASP and DPDP.
The average enterprise runs 12 AI agents in 2026 and IBM expects over 1,600 per large company by year-end, yet only 18% keep a complete inventory. A practical guide to governing multi-agent sprawl.
