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Home › AI Use-Case Library › AI operations agents: 12 real deployments
Back-office and operational agents: air-traffic platforms, store operations, freight, banking rails.
These are the deployments that do not fit one function: agents coordinating store teams, platforms managing airspace, agent layers on payment rails. Each records what the agent owns and what still needs a person.
AI-native product bundle (Big Bets) including TurboTax Live deployed in production across the company's product suite
Reported: Big Bets AI products grew 34% YoY and generated 30% of $21.4B total FY2026 revenue; TurboTax Live climbed 37% to represent 53% of TurboTax revenue
Deploying context-creating AI agents within its own tools to automate tasks traditionally handled by forward-deployed engineers embedded with enterprise customers
Lyzr used one of its own AI agents during its Series B fundraise to respond to investor queries and help draft investment memos.
Reported: The agent responded to more than 130 investor queries and helped draft investment memos.
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
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.
AI-powered transportation management platform for freight brokers orchestrating quoting, carrier sourcing, execution, billing, and customer engagement across truckload, LTL, drayage, and cross-border operations
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.
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
Deployed Palona AI's multimodal operating layer to watch the physical store in real time and coordinate frontline teams
Reported: Palona became the highest average-order-value channel at Cali BBQ
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.
Every entry names the organisation and links its source. Outcome figures are quoted as reported, never estimated. Vendor announcements without a named customer are excluded. Halted and reversed deployments are kept on purpose.