AI in operations: 26 real deployments

AI Companion deployed for enterprise users with paid monthly active users continuing to expand

Deploying context-creating AI agents within its own tools to automate tasks traditionally handled by forward-deployed engineers embedded with enterprise customers

Contributing AI contrail-prediction models and satellite-based verification to Operation Blue Skies, a 30-month trial guiding altitude adjustments for approximately 10,000 flights per year through Shanwick oceanic airspace across two four-month operational trials

SAP is deploying its Joule copilot and 100+ internal AI use cases while urging its ~108,000 employees to reinvent their roles with AI-augmented workflows rather than face outright layoffs.

Reported: CEO cites Joule copilot deployments and 100+ AI use cases as evidence the retraining bet is working; CFO disclosed annual cuts of 1-2% (~1,000-2,000 jobs) will now recur indefinitely.

OpenAI rolled out its Codex agent as the primary internal AI tool across every department, including Legal and Recruiting, shifting staff from single-prompt chat to multi-step agentic workflows.

Reported: 97.9% of employees now use Codex, up from ~40% in August 2025; non-developer usage surged 137x for individual users and 189x for organizational users; the median legal employee generated 13x more monthly output tokens in June 2026 than in November 2025.

Microsoft's internal program data covers its enterprise deployment of AI agents, where token consumption from agentic workflows burns through annual software budgets in months.

Reported: Internal data shows deploying AI agents costs more than employing human workers for equivalent tasks; enterprise AI ROI remains elusive

Runs an agentic AI layer for corridor banking, stablecoin settlement and tokenized-asset infrastructure

Reported: $40B+ in annualized transaction volume across 3M+ wallets and 1,000+ enterprises in 125 countries

HSBC signed a multi-year Google Cloud partnership to deploy Gemini models across more than 200 AI use cases spanning wealth management, financial crime detection and internal decision support.

Reported: The bank's 20,000+ developers are already using AI coding assistants with 15% efficiency gains; individual initiatives are projected to contribute $100 million or more each in revenue gains or efficiency savings.

PwC will train 30,000 staff on Claude and deploy it across its global workforce, with Claude already in production across insurance underwriting, mainframe modernization and cybersecurity, plus Cowork agentic workflows and a joint Center of Excellence with Anthropic.

Reported: Delivery times cut up to 70%; insurance underwriting cut from 10 weeks to 10 days.

ANZ, HSBC, and Lloyds ran a collaborative proof of concept with Microsoft applying AI to trade finance, described as the closest thing to a reference architecture for regulated B2B agents.

planned driverless ride-hailing service launch in Munich, Germany by end of 2027, its first European Union market

Used automated systems to suspend and deactivate driver accounts without adequate human review from 2018 to 2022; current process now includes human review and driver appeals

Reported: fined €825 million ($966M) by the Netherlands' Data Protection Authority for violations spanning 2018 to 2022

Developed custom 5nm Ojai ASIC delivering over 1,000 TOPS to preprocess raw camera data from 13 high-fidelity cameras before it reaches the main autonomy stack on next-generation robotaxis

Mayo Clinic developed and tested the MAYA digital assistant inside its health platform, according to allegations by its former AI compliance lead.

Reported: A lawsuit alleges MAYA reached error rates as high as 67% and that unfavorable test results were concealed.

Fifteen health systems deploy Carebricks operational AI agents and FDA-cleared clinical algorithms to address wait times, missed follow-ups and paperwork backlogs.

Reported: The platform is deployed at 15 health systems.

Warner Bros. Discovery rebuilt its ad-tech stack around agentic AI on AWS, with agents handling media planning, dynamic forecasting, real-time optimization and closed-loop measurement across its inventory, and a unified media planning tool slated for Q3.

Netflix is redesigning its mobile app around a full-screen vertical video feed and will use generative AI to surface clip recommendations.

five-year deal to embed Digs AI platform across tools for 140,000 builder clients covering pre-construction estimates, blueprint collaboration, and post-move-in home maintenance

Fora's Via AI assistant automates research and itinerary building for travel advisors.

Reported: Advisors on the platform have booked more than $3 billion in travel.

Seven named physical-goods and services companies use InstaLILY agents to automate sales, operations and service workflows and build custom internal software.

Reported: InstaLILY reports revenue grew more than fivefold year over year.

The FAA awarded Air Space Intelligence an $875M, 12-year contract to deploy its FMDS and SMART AI-powered air traffic management platforms, with an initial SMART deployment targeted for fall 2026.

Reported: ASI's Flyways AI already manages over 40% of US domestic air traffic through partnerships with Alaska, Delta, United and the US Air Force, and can predict flight conflicts up to two hours in advance versus the current 15-minute window.

During China's 618 shopping festival, Alibaba integrated Qwen conversational ordering into Taobao, ByteDance automated merchant customer service with AI, and JD deployed LLM-driven logistics across its entire fulfillment chain.

Reported: ByteDance reduced merchant customer-service labor costs by ~70% with AI; analysts called 2026 the 'first AI-native grand promotion year'.

Sysco's COO added seven AI agents to his team but found no established frameworks exist for managing them, part of an 'automation illusion' that COOs at Nike and Box also described, with Box launching a company-wide retraining program after low staff adoption.

Glendale Community College deployed an AI text-to-speech name-reading system at its May 15 commencement, which skipped dozens of graduates and mismatched names, forcing officials to pause the ceremony twice and switch back to a human announcer.

Reported: Dozens of names skipped; ceremony paused twice; system replaced mid-ceremony by a human announcer

Merck committed up to $1B to Google Cloud for an enterprise AI backbone covering R&D, manufacturing, commercial, and corporate functions.

UnitedHealth confirmed a $3B AI build-out with 22,000 engineers, an Avery chatbot for members, and AI agents writing claims, codes, and prior-auth decisions.

Reported: Avery chatbot scaling from 6.5M to 20.5M members by year-end; $1.6B to be spent in 2026