What changed for AI at work in November 2025? We tracked 14 company moves on AI and robots at work in November 2025: 9 rollouts, 2 pilots, 3 plans or forecasts. That's the same as 14 in October 2025. Of these, 2 involved robots rather than software alone. The jobs named most were in transportation and warehouse, food service and office and admin.
What changed on the clocks? 11 of these moves were in real use (rollouts and pilots) and 3 were announcements, plans or forecasts. None of them moved a job's clock: company news is logged here, but clocks only change when new research data comes out (see each job's Clock history).
Each move is checked against its source before it goes on the site. Stages describe what a company actually did, from announcements to pilots, rollouts and pullbacks. The jobs below link to their time cards, which show how much of a typical shift AI and robots touch.
Jobs in the news this month
- Shuttle Drivers and Chauffeurs2 moves this month · 5h 16m of the shift touched
- Taxi Drivers2 moves this month · 6h 35m of the shift touched
- Secretaries and Administrative Assistants1 move this month · 3h 53m of the shift touched
- Sales Representatives, Wholesale and Manufacturing1 move this month · 6h 24m of the shift touched
- Dishwashers1 move this month · 3h 56m of the shift touched
- Hosts and Hostesses, Restaurant, Lounge, and Coffee Shop1 move this month · 3h 42m of the shift touched
- Child, Family, and School Social Workers1 move this month · 0m of the shift touched
- Construction Managers1 move this month · 1h 4m of the shift touched
Every move, newest first
- St Helens rolls out Magic Notes AI to 450 frontline staff
St Helens Borough Council rolled out Beam's Magic Notes AI tool to 450 frontline staff, including social workers. In a pilot with 17 practitioners, users saved about 3.7 hours per week and submitted reports 71% faster.
St Helens Borough Council · Child, Family, and School Social Workers, Healthcare Social Workers
- Dubai restaurant Woohoo has an AI model create its dishes
Woohoo in Dubai uses Chef Aiman, a large language model trained on recipes and flavour pairings, to create its dishes.
- VOICEplug AI links with OpenTable for voice reservations in 20 countries
VOICEplug AI integrated its voice system with OpenTable, available in 20 countries. OpenTable works with 60,000 restaurants worldwide.
Verdict Food Service · Hosts and Hostesses, Restaurant, Lounge, and Coffee Shop
- AECOM buys AI engineering startup Consigli
AECOM acquired Norwegian startup Consigli, which brands itself as "The Autonomous Engineer" and claims engineering time reductions of up to 90%. The reported price was 4 billion NOK, about $390 million.
AEC Magazine · Architectural and Engineering Managers, Electrical Engineers
- FDA clears Ceribell AI seizure detection for newborns
Ceribell received FDA 510(k) clearance for its Clarity algorithm to detect electrographic seizures from pre-term newborns through adults. The clearance was supported by EEG data from more than 700 patients.
- Armstrong Robotics runs dishwashing robots in restaurants around the clock
Armstrong Robotics says its robots run live in multiple restaurants, 24 hours a day, washing thousands of dishes. It raised $12 million and aims to install one robot per month by summer 2026.
- Clifford Chance cuts about 10% of London business services roles
Clifford Chance told 550 London staff in finance, HR and technology that 50 jobs will be made redundant and 35 more will change. AI is cited as one factor, along with lower-cost hubs in Poland, India and Newcastle.
Legal IT Insider · Legal Secretaries and Administrative Assistants, Secretaries and Administrative Assistants
- West Ham builds an AI scouting platform with AWS and Crayon
West Ham United is working with AWS and Crayon on a generative AI platform to gather, analyse and compare player data worldwide. It weighs performance, playing style, age, experience and financial fit.
- Gartner predicts AI agents will outnumber sellers 10 to 1 by 2028
Gartner predicted that by 2028 AI agents will outnumber human sellers by tenfold. It also said fewer than 40% of sellers will report that AI agents improved their productivity.
Gartner · Sales Representatives, Wholesale and Manufacturing, Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products
- 57% of special education teachers used AI to help with IEPs
A Center for Democracy and Technology survey found 57% of licensed special education teachers used AI to help with IEPs or 504 plans in the 2024-2025 school year, up 18% from the year before.
Disability Scoop · Secondary School Special Education Teachers, Middle School Special Education Teachers
- Zoox opens free robotaxi rides to the public in San Francisco
Zoox began letting selected waitlisted riders take free trips in its robotaxis in parts of San Francisco. It cannot charge fares until it gets more state and federal approvals.
- Waymo begins fully driverless freeway rides in three metro areas
Waymo began offering some paid riders driverless freeway trips in San Francisco, Phoenix and Los Angeles, with no safety driver. It also expanded its Bay Area service to San Jose, including its airport.
- Turner Construction gives all employees ChatGPT Enterprise
Turner Construction signed a two-year deal with OpenAI to give all employees ChatGPT Enterprise. Its largest agent build session produced more than 100 custom AI agents, including ones that level bids and review contracts.
- Allianz uses seven AI agents to process food spoilage claims in Australia
Allianz's Project Nemo went live in Australia in July 2025, using seven AI agents for food spoilage claims under AUD 500. Allianz reports an 80% cut in processing and settlement time, with a human making the final payout decision.
Allianz · Insurance Claims and Policy Processing Clerks, Claims Adjusters, Examiners, and Investigators