--- title: "AI and machine learning — Leasing conventions" description: "AI and machine learning occupier perspective on leasing conventions across all 123 Tier 1 Class A office markets." canonical: https://classa.info/industries/ai-machine-learning/leasing-conventions pageType: industry-topic lastUpdated: 2026-05-29T16:17:29.065Z license: "CC BY 4.0 with attribution to Class A Atlas (https://classa.info)." --- > For ai and machine learning occupiers, leasing conventions matters because they typically prefer prime-tier submarkets and run High-end fit-out — Class A Atlas links per-city leasing conventions deep-dives below. ## TL;DR - AI and machine learning preference: prime-tier submarkets. - AI and machine learning typical fit-out: High-end. - Leasing conventions per-city deep-dives published for all 123 Tier 1 markets. # AI and machine learning — Leasing conventions **For ai and machine learning occupiers, leasing conventions matters because they typically prefer prime-tier submarkets and run High-end [fit-out](/topics/fit-out-capex)">fit-out — [Class A](/glossary/class-a) Atlas links per-city leasing conventions deep-dives below.** ## TL;DR - AI and machine learning preference: prime-tier submarkets. - AI and machine learning typical fit-out: High-end. - Leasing conventions per-city deep-dives published for all 123 Tier 1 markets. ## Per-city deep-dives - [**Leasing conventions in New York**](/cities/new-york/leasing-conventions) · [AI and machine learning in New York](/cities/new-york/industries/ai-machine-learning) - [**Leasing conventions in London**](/cities/london/leasing-conventions) · [AI and machine learning in London](/cities/london/industries/ai-machine-learning) - [**Leasing conventions in Singapore**](/cities/singapore/leasing-conventions) · [AI and machine learning in Singapore](/cities/singapore/industries/ai-machine-learning) - [**Leasing conventions in Hong Kong**](/cities/hong-kong/leasing-conventions) · [AI and machine learning in Hong Kong](/cities/hong-kong/industries/ai-machine-learning) - [**Leasing conventions in Tokyo**](/cities/tokyo/leasing-conventions) · [AI and machine learning in Tokyo](/cities/tokyo/industries/ai-machine-learning) - [**Leasing conventions in Paris**](/cities/paris/leasing-conventions) · [AI and machine learning in Paris](/cities/paris/industries/ai-machine-learning) - [**Leasing conventions in San Francisco**](/cities/san-francisco/leasing-conventions) · [AI and machine learning in San Francisco](/cities/san-francisco/industries/ai-machine-learning) - [**Leasing conventions in Los Angeles**](/cities/los-angeles/leasing-conventions) · [AI and machine learning in Los Angeles](/cities/los-angeles/industries/ai-machine-learning) - [**Leasing conventions in Chicago**](/cities/chicago/leasing-conventions) · [AI and machine learning in Chicago](/cities/chicago/industries/ai-machine-learning) - [**Leasing conventions in Boston**](/cities/boston/leasing-conventions) · [AI and machine learning in Boston](/cities/boston/industries/ai-machine-learning) - [**Leasing conventions in Toronto**](/cities/toronto/leasing-conventions) · [AI and machine learning in Toronto](/cities/toronto/industries/ai-machine-learning) - [**Leasing conventions in Dubai**](/cities/dubai/leasing-conventions) · [AI and machine learning in Dubai](/cities/dubai/industries/ai-machine-learning) - [**Leasing conventions in Frankfurt**](/cities/frankfurt/leasing-conventions) · [AI and machine learning in Frankfurt](/cities/frankfurt/industries/ai-machine-learning) - [**Leasing conventions in Zurich**](/cities/zurich/leasing-conventions) · [AI and machine learning in Zurich](/cities/zurich/industries/ai-machine-learning) - [**Leasing conventions in Amsterdam**](/cities/amsterdam/leasing-conventions) · [AI and machine learning in Amsterdam](/cities/amsterdam/industries/ai-machine-learning) - [**Leasing conventions in Madrid**](/cities/madrid/leasing-conventions) · [AI and machine learning in Madrid](/cities/madrid/industries/ai-machine-learning) - [**Leasing conventions in Shanghai**](/cities/shanghai/leasing-conventions) · [AI and machine learning in Shanghai](/cities/shanghai/industries/ai-machine-learning) - [**Leasing conventions in Seoul**](/cities/seoul/leasing-conventions) · [AI and machine learning in Seoul](/cities/seoul/industries/ai-machine-learning) - [**Leasing conventions in Sydney**](/cities/sydney/leasing-conventions) · [AI and machine learning in Sydney](/cities/sydney/industries/ai-machine-learning) - [**Leasing conventions in Mumbai**](/cities/mumbai/leasing-conventions) · [AI and machine learning in Mumbai](/cities/mumbai/industries/ai-machine-learning) - [**Leasing conventions in Washington DC**](/cities/washington-dc/leasing-conventions) · [AI and machine learning in Washington DC](/cities/washington-dc/industries/ai-machine-learning) - [**Leasing conventions in Miami**](/cities/miami/leasing-conventions) · [AI and machine learning in Miami](/cities/miami/industries/ai-machine-learning) - [**Leasing conventions in Atlanta**](/cities/atlanta/leasing-conventions) · [AI and machine learning in Atlanta](/cities/atlanta/industries/ai-machine-learning) - [**Leasing conventions in Dallas**](/cities/dallas/leasing-conventions) · [AI and machine learning in Dallas](/cities/dallas/industries/ai-machine-learning) - [**Leasing conventions in Houston**](/cities/houston/leasing-conventions) · [AI and machine learning in Houston](/cities/houston/industries/ai-machine-learning) - [**Leasing conventions in Seattle**](/cities/seattle/leasing-conventions) · [AI and machine learning in Seattle](/cities/seattle/industries/ai-machine-learning) - [**Leasing conventions in Austin**](/cities/austin/leasing-conventions) · [AI and machine learning in Austin](/cities/austin/industries/ai-machine-learning) - [**Leasing conventions in Denver**](/cities/denver/leasing-conventions) · [AI and machine learning in Denver](/cities/denver/industries/ai-machine-learning) - [**Leasing conventions in Philadelphia**](/cities/philadelphia/leasing-conventions) · [AI and machine learning in Philadelphia](/cities/philadelphia/industries/ai-machine-learning) - [**Leasing conventions in Minneapolis**](/cities/minneapolis/leasing-conventions) · [AI and machine learning in Minneapolis](/cities/minneapolis/industries/ai-machine-learning) - [**Leasing conventions in San Diego**](/cities/san-diego/leasing-conventions) · [AI and machine learning in San Diego](/cities/san-diego/industries/ai-machine-learning) - [**Leasing conventions in Vancouver**](/cities/vancouver/leasing-conventions) · [AI and machine learning in Vancouver](/cities/vancouver/industries/ai-machine-learning) - [**Leasing conventions in Montreal**](/cities/montreal/leasing-conventions) · [AI and machine learning in Montreal](/cities/montreal/industries/ai-machine-learning) - [**Leasing conventions in Calgary**](/cities/calgary/leasing-conventions) · [AI and machine learning in Calgary](/cities/calgary/industries/ai-machine-learning) - [**Leasing conventions in Ottawa**](/cities/ottawa/leasing-conventions) · [AI and machine learning in Ottawa](/cities/ottawa/industries/ai-machine-learning) - [**Leasing conventions in Berlin**](/cities/berlin/leasing-conventions) · [AI and machine learning in Berlin](/cities/berlin/industries/ai-machine-learning) - [**Leasing conventions in Munich**](/cities/munich/leasing-conventions) · [AI and machine learning in Munich](/cities/munich/industries/ai-machine-learning) - [**Leasing conventions in Milan**](/cities/milan/leasing-conventions) · [AI and machine learning in Milan](/cities/milan/industries/ai-machine-learning) - [**Leasing conventions in Dublin**](/cities/dublin/leasing-conventions) · [AI and machine learning in Dublin](/cities/dublin/industries/ai-machine-learning) - [**Leasing conventions in Stockholm**](/cities/stockholm/leasing-conventions) · [AI and machine learning in Stockholm](/cities/stockholm/industries/ai-machine-learning) - [**Leasing conventions in Brussels**](/cities/brussels/leasing-conventions) · [AI and machine learning in Brussels](/cities/brussels/industries/ai-machine-learning) - [**Leasing conventions in Luxembourg**](/cities/luxembourg/leasing-conventions) · [AI and machine learning in Luxembourg](/cities/luxembourg/industries/ai-machine-learning) - [**Leasing conventions in Warsaw**](/cities/warsaw/leasing-conventions) · [AI and machine learning in Warsaw](/cities/warsaw/industries/ai-machine-learning) - [**Leasing conventions in Copenhagen**](/cities/copenhagen/leasing-conventions) · [AI and machine learning in Copenhagen](/cities/copenhagen/industries/ai-machine-learning) - [**Leasing conventions in Lisbon**](/cities/lisbon/leasing-conventions) · [AI and machine learning in Lisbon](/cities/lisbon/industries/ai-machine-learning) - [**Leasing conventions in Bangalore**](/cities/bangalore/leasing-conventions) · [AI and machine learning in Bangalore](/cities/bangalore/industries/ai-machine-learning) - [**Leasing conventions in Delhi-NCR**](/cities/delhi-ncr/leasing-conventions) · [AI and machine learning in Delhi-NCR](/cities/delhi-ncr/industries/ai-machine-learning) - [**Leasing conventions in Hyderabad**](/cities/hyderabad/leasing-conventions) · [AI and machine learning in Hyderabad](/cities/hyderabad/industries/ai-machine-learning) - [**Leasing conventions in Beijing**](/cities/beijing/leasing-conventions) · [AI and machine learning in Beijing](/cities/beijing/industries/ai-machine-learning) - [**Leasing conventions in Shenzhen**](/cities/shenzhen/leasing-conventions) · [AI and machine learning in Shenzhen](/cities/shenzhen/industries/ai-machine-learning) - [**Leasing conventions in Guangzhou**](/cities/guangzhou/leasing-conventions) · [AI and machine learning in Guangzhou](/cities/guangzhou/industries/ai-machine-learning) - [**Leasing conventions in Taipei**](/cities/taipei/leasing-conventions) · [AI and machine learning in Taipei](/cities/taipei/industries/ai-machine-learning) - [**Leasing conventions in Osaka**](/cities/osaka/leasing-conventions) · [AI and machine learning in Osaka](/cities/osaka/industries/ai-machine-learning) - [**Leasing conventions in Melbourne**](/cities/melbourne/leasing-conventions) · [AI and machine learning in Melbourne](/cities/melbourne/industries/ai-machine-learning) - [**Leasing conventions in Bangkok**](/cities/bangkok/leasing-conventions) · [AI and machine learning in Bangkok](/cities/bangkok/industries/ai-machine-learning) - [**Leasing conventions in Kuala Lumpur**](/cities/kuala-lumpur/leasing-conventions) · [AI and machine learning in Kuala Lumpur](/cities/kuala-lumpur/industries/ai-machine-learning) - [**Leasing conventions in Jakarta**](/cities/jakarta/leasing-conventions) · [AI and machine learning in Jakarta](/cities/jakarta/industries/ai-machine-learning) - [**Leasing conventions in Manila**](/cities/manila/leasing-conventions) · [AI and machine learning in Manila](/cities/manila/industries/ai-machine-learning) - [**Leasing conventions in Ho Chi Minh City**](/cities/ho-chi-minh-city/leasing-conventions) · [AI and machine learning in Ho Chi Minh City](/cities/ho-chi-minh-city/industries/ai-machine-learning) - [**Leasing conventions in Tel Aviv**](/cities/tel-aviv/leasing-conventions) · [AI and machine learning in Tel Aviv](/cities/tel-aviv/industries/ai-machine-learning) - [**Leasing conventions in Riyadh**](/cities/riyadh/leasing-conventions) · [AI and machine learning in Riyadh](/cities/riyadh/industries/ai-machine-learning) - [**Leasing conventions in Doha**](/cities/doha/leasing-conventions) · [AI and machine learning in Doha](/cities/doha/industries/ai-machine-learning) - [**Leasing conventions in Abu Dhabi**](/cities/abu-dhabi/leasing-conventions) · [AI and machine learning in Abu Dhabi](/cities/abu-dhabi/industries/ai-machine-learning) - [**Leasing conventions in Johannesburg**](/cities/johannesburg/leasing-conventions) · [AI and machine learning in Johannesburg](/cities/johannesburg/industries/ai-machine-learning) - [**Leasing conventions in Cape Town**](/cities/cape-town/leasing-conventions) · [AI and machine learning in Cape Town](/cities/cape-town/industries/ai-machine-learning) - [**Leasing conventions in Nairobi**](/cities/nairobi/leasing-conventions) · [AI and machine learning in Nairobi](/cities/nairobi/industries/ai-machine-learning) - [**Leasing conventions in Lagos**](/cities/lagos/leasing-conventions) · [AI and machine learning in Lagos](/cities/lagos/industries/ai-machine-learning) - [**Leasing conventions in Mexico City**](/cities/mexico-city/leasing-conventions) · [AI and machine learning in Mexico City](/cities/mexico-city/industries/ai-machine-learning) - [**Leasing conventions in São Paulo**](/cities/sao-paulo/leasing-conventions) · [AI and machine learning in São Paulo](/cities/sao-paulo/industries/ai-machine-learning) - [**Leasing conventions in Bogotá**](/cities/bogota/leasing-conventions) · [AI and machine learning in Bogotá](/cities/bogota/industries/ai-machine-learning) - [**Leasing conventions in Santiago**](/cities/santiago/leasing-conventions) · [AI and machine learning in Santiago](/cities/santiago/industries/ai-machine-learning) - [**Leasing conventions in Buenos Aires**](/cities/buenos-aires/leasing-conventions) · [AI and machine learning in Buenos Aires](/cities/buenos-aires/industries/ai-machine-learning) - [**Leasing conventions in Vienna**](/cities/vienna/leasing-conventions) · [AI and machine learning in Vienna](/cities/vienna/industries/ai-machine-learning) - [**Leasing conventions in Charlotte**](/cities/charlotte/leasing-conventions) · [AI and machine learning in Charlotte](/cities/charlotte/industries/ai-machine-learning) - [**Leasing conventions in Nashville**](/cities/nashville/leasing-conventions) · [AI and machine learning in Nashville](/cities/nashville/industries/ai-machine-learning) - [**Leasing conventions in Phoenix**](/cities/phoenix/leasing-conventions) · [AI and machine learning in Phoenix](/cities/phoenix/industries/ai-machine-learning) - [**Leasing conventions in Raleigh-Durham**](/cities/raleigh-durham/leasing-conventions) · [AI and machine learning in Raleigh-Durham](/cities/raleigh-durham/industries/ai-machine-learning) - [**Leasing conventions in Tampa**](/cities/tampa/leasing-conventions) · [AI and machine learning in Tampa](/cities/tampa/industries/ai-machine-learning) - [**Leasing conventions in Orlando**](/cities/orlando/leasing-conventions) · [AI and machine learning in Orlando](/cities/orlando/industries/ai-machine-learning) - [**Leasing conventions in Salt Lake City**](/cities/salt-lake-city/leasing-conventions) · [AI and machine learning in Salt Lake City](/cities/salt-lake-city/industries/ai-machine-learning) - [**Leasing conventions in Portland (OR)**](/cities/portland-or/leasing-conventions) · [AI and machine learning in Portland (OR)](/cities/portland-or/industries/ai-machine-learning) - [**Leasing conventions in Pittsburgh**](/cities/pittsburgh/leasing-conventions) · [AI and machine learning in Pittsburgh](/cities/pittsburgh/industries/ai-machine-learning) - [**Leasing conventions in Detroit**](/cities/detroit/leasing-conventions) · [AI and machine learning in Detroit](/cities/detroit/industries/ai-machine-learning) - [**Leasing conventions in Indianapolis**](/cities/indianapolis/leasing-conventions) · [AI and machine learning in Indianapolis](/cities/indianapolis/industries/ai-machine-learning) - [**Leasing conventions in Kansas City**](/cities/kansas-city/leasing-conventions) · [AI and machine learning in Kansas City](/cities/kansas-city/industries/ai-machine-learning) - [**Leasing conventions in Baltimore**](/cities/baltimore/leasing-conventions) · [AI and machine learning in Baltimore](/cities/baltimore/industries/ai-machine-learning) - [**Leasing conventions in Calgary**](/cities/calgary/leasing-conventions) · [AI and machine learning in Calgary](/cities/calgary/industries/ai-machine-learning) - [**Leasing conventions in Ottawa**](/cities/ottawa/leasing-conventions) · [AI and machine learning in Ottawa](/cities/ottawa/industries/ai-machine-learning) - [**Leasing conventions in Manchester**](/cities/manchester/leasing-conventions) · [AI and machine learning in Manchester](/cities/manchester/industries/ai-machine-learning) - [**Leasing conventions in Edinburgh**](/cities/edinburgh/leasing-conventions) · [AI and machine learning in Edinburgh](/cities/edinburgh/industries/ai-machine-learning) - [**Leasing conventions in Hamburg**](/cities/hamburg/leasing-conventions) · [AI and machine learning in Hamburg](/cities/hamburg/industries/ai-machine-learning) - [**Leasing conventions in Stuttgart**](/cities/stuttgart/leasing-conventions) · [AI and machine learning in Stuttgart](/cities/stuttgart/industries/ai-machine-learning) - [**Leasing conventions in Düsseldorf**](/cities/dusseldorf/leasing-conventions) · [AI and machine learning in Düsseldorf](/cities/dusseldorf/industries/ai-machine-learning) - [**Leasing conventions in Geneva**](/cities/geneva/leasing-conventions) · [AI and machine learning in Geneva](/cities/geneva/industries/ai-machine-learning) - [**Leasing conventions in Oslo**](/cities/oslo/leasing-conventions) · [AI and machine learning in Oslo](/cities/oslo/industries/ai-machine-learning) - [**Leasing conventions in Helsinki**](/cities/helsinki/leasing-conventions) · [AI and machine learning in Helsinki](/cities/helsinki/industries/ai-machine-learning) - [**Leasing conventions in Prague**](/cities/prague/leasing-conventions) · [AI and machine learning in Prague](/cities/prague/industries/ai-machine-learning) - [**Leasing conventions in Budapest**](/cities/budapest/leasing-conventions) · [AI and machine learning in Budapest](/cities/budapest/industries/ai-machine-learning) - [**Leasing conventions in Bucharest**](/cities/bucharest/leasing-conventions) · [AI and machine learning in Bucharest](/cities/bucharest/industries/ai-machine-learning) - [**Leasing conventions in Barcelona**](/cities/barcelona/leasing-conventions) · [AI and machine learning in Barcelona](/cities/barcelona/industries/ai-machine-learning) - [**Leasing conventions in Rome**](/cities/rome/leasing-conventions) · [AI and machine learning in Rome](/cities/rome/industries/ai-machine-learning) - [**Leasing conventions in Rotterdam**](/cities/rotterdam/leasing-conventions) · [AI and machine learning in Rotterdam](/cities/rotterdam/industries/ai-machine-learning) - [**Leasing conventions in Athens**](/cities/athens/leasing-conventions) · [AI and machine learning in Athens](/cities/athens/industries/ai-machine-learning) - [**Leasing conventions in Auckland**](/cities/auckland/leasing-conventions) · [AI and machine learning in Auckland](/cities/auckland/industries/ai-machine-learning) - [**Leasing conventions in Brisbane**](/cities/brisbane/leasing-conventions) · [AI and machine learning in Brisbane](/cities/brisbane/industries/ai-machine-learning) - [**Leasing conventions in Perth**](/cities/perth/leasing-conventions) · [AI and machine learning in Perth](/cities/perth/industries/ai-machine-learning) - [**Leasing conventions in Chennai**](/cities/chennai/leasing-conventions) · [AI and machine learning in Chennai](/cities/chennai/industries/ai-machine-learning) - [**Leasing conventions in Pune**](/cities/pune/leasing-conventions) · [AI and machine learning in Pune](/cities/pune/industries/ai-machine-learning) - [**Leasing conventions in Hangzhou**](/cities/hangzhou/leasing-conventions) · [AI and machine learning in Hangzhou](/cities/hangzhou/industries/ai-machine-learning) - [**Leasing conventions in Chengdu**](/cities/chengdu/leasing-conventions) · [AI and machine learning in Chengdu](/cities/chengdu/industries/ai-machine-learning) - [**Leasing conventions in Suzhou**](/cities/suzhou/leasing-conventions) · [AI and machine learning in Suzhou](/cities/suzhou/industries/ai-machine-learning) - [**Leasing conventions in Yokohama**](/cities/yokohama/leasing-conventions) · [AI and machine learning in Yokohama](/cities/yokohama/industries/ai-machine-learning) - [**Leasing conventions in Nagoya**](/cities/nagoya/leasing-conventions) · [AI and machine learning in Nagoya](/cities/nagoya/industries/ai-machine-learning) - [**Leasing conventions in Hanoi**](/cities/hanoi/leasing-conventions) · [AI and machine learning in Hanoi](/cities/hanoi/industries/ai-machine-learning) - [**Leasing conventions in Phnom Penh**](/cities/phnom-penh/leasing-conventions) · [AI and machine learning in Phnom Penh](/cities/phnom-penh/industries/ai-machine-learning) - [**Leasing conventions in Kuwait City**](/cities/kuwait-city/leasing-conventions) · [AI and machine learning in Kuwait City](/cities/kuwait-city/industries/ai-machine-learning) - [**Leasing conventions in Manama**](/cities/manama/leasing-conventions) · [AI and machine learning in Manama](/cities/manama/industries/ai-machine-learning) - [**Leasing conventions in Cairo**](/cities/cairo/leasing-conventions) · [AI and machine learning in Cairo](/cities/cairo/industries/ai-machine-learning) - [**Leasing conventions in Casablanca**](/cities/casablanca/leasing-conventions) · [AI and machine learning in Casablanca](/cities/casablanca/industries/ai-machine-learning) - [**Leasing conventions in Monterrey**](/cities/monterrey/leasing-conventions) · [AI and machine learning in Monterrey](/cities/monterrey/industries/ai-machine-learning) - [**Leasing conventions in Rio de Janeiro**](/cities/rio-de-janeiro/leasing-conventions) · [AI and machine learning in Rio de Janeiro](/cities/rio-de-janeiro/industries/ai-machine-learning) - [**Leasing conventions in Panama City**](/cities/panama-city/leasing-conventions) · [AI and machine learning in Panama City](/cities/panama-city/industries/ai-machine-learning) - [**Leasing conventions in San José**](/cities/san-jose-cr/leasing-conventions) · [AI and machine learning in San José](/cities/san-jose-cr/industries/ai-machine-learning) ## Related - [**AI and machine learning — global overview**](/industries/ai-machine-learning) - [**Leasing conventions — global overview**](/topics/leasing-conventions) - [**All industries**](/industries) - [**All topics**](/topics) - [**AI and machine learning — Rents and incentives**](/industries/ai-machine-learning/rents-and-incentives) - [**AI and machine learning — Sublease market**](/industries/ai-machine-learning/sublease-market) - [**AI and machine learning — ESG and LEED stock**](/industries/ai-machine-learning/esg-and-leed) --- Citation: Source: Class A Atlas (https://classa.info/industries/ai-machine-learning/leasing-conventions), updated 2026-05-29T16:17:29.065Z.