AI Business Radar — Thursday, July 16, 2026
· CompaniesAutomation
60% of large companies are already limiting AI spending according to UBS, OpenAI hires Google Cloud's head of partner networks, and Granada will build Andalusia's first major AI data center: 100 MW of renewable power from 2027. AI is starting to be managed like any other business line — with budget, channel, and territory.
Yesterday's radar highlighted the physical limits of the boom; Thursday focuses on the fine print of management. A UBS survey confirms that most large companies are already rationing their AI spending, OpenAI has hired a Google Cloud veteran to build its certified partner network — implementation is becoming a channel, as Ode previously pointed out —, and Granada will host Andalusia's first major AI data center. Three signs of maturity: AI is ceasing to be an experiment and is starting to be managed like any other business line — with budget, channel, and territory.
60% of large companies are already rationing AI: cost per token is the new management metric
Corporate AI is entering its era of efficiency, according to EFE: now that models have proven they work, it's time to prove they generate enough value to justify the expense. The hard data comes from a UBS survey of 130 companies: 60% have already imposed AI spending restrictions to maximize ROI, with documented cases of employees consuming $35,000 per month just in tokens. **For your company:** if corporations with nine-figure budgets are rationing, an SME cannot operate on an open bar — measure the cost per completed task (not per token), set limits per user, and establish alerts from the first pilot; the tools already exist, such as the per-user limits that Anthropic added to Claude Enterprise last week. Source
OpenAI hires Google Cloud's head of partner network: the era of the "Certified AI Partner" is coming
OpenAI has hired Philip Larson, previously responsible for the Google Cloud partner network with two decades of experience in channel ecosystems (Snowflake, VMware), as Senior Director of the OpenAI Partner Network — the partner program launched last month with $150 million for third parties to sell, implement, and develop solutions with its technology, including certifications, training, and incentives. This is their second major hire from Google Cloud in weeks, following Colleen Kapase as VP of Strategic Alliances. **For your company:** AI implementation is becoming professionalized just as cloud services did — soon there will be "OpenAI Certified Partners" in Spain just as there are for AWS or Salesforce today, which gives you an objective criterion to demand when choosing an integrator; however, the usual warning applies: a partner certified by a single lab will push their stack, so request architectures that allow for switching models without rebuilding the entire system. Source
Granada to build Andalusia's first major AI data center: 100 MW of renewable power from 2027
Energy company Cuerva and developer Alto Infrastructure announced this week SP01, a specialized AI data center in the CITAI park in Escúzar (Granada): 100 MW of redundant power fueled entirely by renewables, closed-circuit liquid cooling with near-zero water consumption, about 700 million euros in infrastructure within a project that could exceed 3 billion euros with servers and GPUs, and the first phase operational in June 2027. It is oriented towards high-density computing for training and operating advanced models. **For your company:** more AI computing on Spanish soil means real options for data residency in Spain — relevant if GDPR, the AI Act, or your regulated sector requires you to know where everything is processed — and, in the medium term, better pricing and latency; the contrast with yesterday's New York moratorium offers another takeaway: while some are braking data centers, Spain is competing to attract them. Source
What to watch tomorrow?
Tomorrow, the 17th, is the date leaks point to for Gemini 3.5 Pro — 2 million token context window and aggressive API pricing, though not yet confirmed by Google — coinciding with the opening of the Shanghai World AI Conference. And the AI Act's digital Omnibus remains pending publication in the EU Official Journal.