What organizations say about hiring, team size and work AI does in place of staff.
24 passages from 12 organizations; 24 checked against the source.
What the record shows Shopify, Airbnb and Uber say headcount is flat or growing more slowly
Shopify's CFO said headcount has been held flat or slightly down for three years, and its CEO told teams to show why AI cannot do the work before asking for more headcount. Airbnb's CFO said it does not need to grow headcount at past levels because it gets more output and speed from its existing workforce. Uber's CEO said rising AI investment will be offset by slower headcount growth, and its CFO said AI has at a minimum let it moderate the pace of hiring there.
From Jeff Hoffmeister (Shopify) , Tobi Lütke (Shopify) , Ellie Mertz (Airbnb) , Dara Khosrowshahi (Uber) and Balaji Krishnamurthy (Uber) .
Stripe and JPMorgan Chase say fewer staff is not the aim
JPMorgan Chase says fewer headcount will likely be the outcome in certain jobs, but the goal is compounding performance, not fewer headcount. Stripe's president said that rather than needing fewer sellers, Stripe needs a lot more sellers.
From JPMorgan Chase and Will Gaybrick (Stripe) .
These summaries are this site's, not quotations. Each was checked by a second reader, who confirmed it says no more than the passages it cites. The organizations' own words follow.
“ Before asking for more Headcount and resources, teams must demonstrate why they cannot get what they want done using AI.” Tobi Lütke Co-founder and Chief Executive Officer · Executive , Shopify
Social post: Reflexive AI usage is now a baseline expectation at Shopify , X post by Tobi Lütke, CEO (CEO memo shared publicly) , April 7, 2025.
Checked against the source [ Grade B ] One to two years old Shopify: $11.6 billion revenue, FY2025 Passage page
“ we don't need to grow our headcount. at levels that we did in the past because we're getting so much more output and speed from our existing workforce” Ellie Mertz Chief Financial Officer · Executive , Airbnb
Earnings call: earnings call transcript via Platform Aeronaut (third-party transcript site) , earnings call transcript via Platform Aeronaut (third-party transcript site) , August 6, 2026.
Checked against the source [ Grade A ] Said in the last year Airbnb: $12.2 billion revenue, FY2025 Passage page
“ our investment in AI tools and infrastructure is increasing. That will be offset by slower head count growth.” Dara Khosrowshahi Chief Executive Officer · Executive , Uber
Earnings call: Uber Q1 2026 earnings call transcript (FactSet CallStreet corrected transcript, hosted on Uber's investor site) , Uber Q1 2026 earnings call transcript (FactSet CallStreet corrected transcript, hosted on Uber's investor site) , May 6, 2026.
Checked against the source [ Grade A ] Said in the last year Uber: $52 billion revenue, FY2025 Passage page
“ We shipped over 300. new products and features last year alone. We kept our flat headcount, which we're very proud of” Harley Finkelstein President · Executive , Shopify
Earnings call: earnings call transcript via Platform Aeronaut (third-party transcript site) , earnings call transcript via Platform Aeronaut (third-party transcript site) , May 5, 2026.
Checked against the source [ Grade A ] Said in the last year Shopify: $11.6 billion revenue, FY2025 Passage page
“ We've obviously been disciplined for three years now. We're, on any given year, we're in fact slightly down from the year before. I don't see that changing.” Jeff Hoffmeister Chief Financial Officer · Executive , Shopify
Earnings call: earnings call transcript via Platform Aeronaut (third-party transcript site) , earnings call transcript via Platform Aeronaut (third-party transcript site) , May 5, 2026.
Checked against the source [ Grade A ] Said in the last year Shopify: $11.6 billion revenue, FY2025 Passage page
“ Revenue per employee reached $1.24 million, up 3.6 times since 2022 as headcount declined 49%” Klarna Published by the organization itself (regulatory filing), no named author
Regulatory filing: SEC filing (the company's own regulatory report) , SEC filing (the company's own regulatory report) , February 19, 2026.
Checked against the source [ Grade A ] Said in the last year Klarna: $3.5 billion revenue, FY2025 Passage page
“ For over two years, total headcount has consistently been flattened down, both sequentially and year over year” Jeff Hoffmeister Chief Financial Officer · Executive , Shopify
Earnings call: earnings call transcript via Platform Aeronaut (third-party transcript site) , earnings call transcript via Platform Aeronaut (third-party transcript site) , November 4, 2025.
Checked against the source [ Grade A ] Said in the last year Shopify: $11.6 billion revenue, FY2025 Passage page
“ We estimate that our AI assistant does the equivalent work of over 700 full-time agents” Klarna Published by the organization itself (regulatory filing), no named author
Regulatory filing: SEC filing (the company's own regulatory report) , SEC filing (the company's own regulatory report) , September 8, 2025.
Checked against the source [ Grade A ] One to two years old Klarna: $3.5 billion revenue, FY2025 Passage page
“ Entry-level software engineer work that largely consisted of "here's the ticket, go implement it" can now probably be replaced by some form of AI or factory.” Noah Blauensteiner Author, Xebia articles · Practitioner , Xebia
Post: Shining Some Light in Dark Agentic Software Factories , Xebia articles , August 12, 2026, at If agentic software factories are coding, where does that leave us humans? .
Checked against the source [ Grade B ] Said in the last year Sells AI tools Passage page
“ I think what I hear from most companies is they say, first step is we give them an exercise and we want them to really go nuts on the … to solve this. … Now, after they pass this, you do a walkthrough and you actually say, please explain me what happened. Why is this a good idea?” Patrick Debois Product DevRel Lead · Practitioner , Tessl
Context. Debois relays what he hears from companies about interviewing engineers in the age of coding agents; it is his account of other companies' practice, not Tessl's.
Talk: Coding Agents Don't Scale Themselves. Neither Do Your Teams. The Rise of Agent Enablement , AI Engineer World's Fair 2026 (YouTube) , July 2, 2026, at 16:09 .
Checked against the source [ Grade B ] Said in the last year Sells AI tools Passage page
“ While it will likely be the outcome in certain jobs, the goal is not fewer headcount; the goal is compounding performance” JPMorgan Chase Published by the organization itself (post), no named author
Post: JPMorgan Chase (own site) , JPMorgan Chase (own site) , 2026.
Checked against the source [ Grade B ] Said in the last year JPMorgan Chase: $182 billion revenue, FY2025 Passage page
“ When hiring for our service team, we were able to rescope the skillset to deemphasize the need for deep workflow expertise.” Austin Lacey Director, Chatbots, AI & Automation · Leader , Zendesk
Post: Zendesk blog (the company's own, signed by a Zendesk director) , Zendesk blog (the company's own, signed by a Zendesk director) , July 23, 2025.
Checked against the source [ Grade B ] One to two years old Zendesk: $2 billion revenue, ARR, approximate, as of 2025-12 Sells AI tools Passage page
“ I've made the decision to reduce our workforce by 8% at Zendesk.” Tom Eggemeier Chief Executive Officer · Executive , Zendesk
Post: Zendesk newsroom (CEO's note to employees, posted by the company) , Zendesk newsroom (CEO's note to employees, posted by the company) , May 31, 2023.
Checked against the source [ Grade B ] Over two years old Zendesk: $2 billion revenue, ARR, approximate, as of 2025-12 Sells AI tools Passage page
“ We’re reducing the size of our team by around 14%” Patrick Collison CEO · Executive , Stripe
Post: Stripe newsroom (company post of the CEO's email) , Stripe newsroom (company post of the CEO's email) , November 3, 2022.
Checked against the source [ Grade B ] Over two years old Passage page
“ we're not saying, "Wow, we need fewer sellers." We're saying, "So, we need a lot more sellers."” Will Gaybrick President, Technology and Business (also styled President of Product and Business) · Executive , Stripe
Interview: Tokens Are the New Dollars | Stripe's Will Gaybrick & David George (podcast episode: "Stripe’s AI Strategy: Build More, Not Less") , The a16z Show (podcast and YouTube channel of Andreessen Horowitz, an investor in Stripe) , August 17, 2026. Reported by David George .
Checked against the source [ Grade C ] Said in the last year Passage page
“ It’s got 800 employees working here, fully distributed, far more agents than there are people.” Wade Foster Co-founder and Chief Executive Officer · Executive , Zapier
Interview: Madrona (venture capital firm) podcast , Madrona (venture capital firm) podcast , April 2, 2026.
Checked against the source [ Grade C ] Said in the last year Passage page
“ at a minimum, it has allowed us to moderate the pace with which we are adding headcount there.” Balaji Krishnamurthy Chief Financial Officer · Executive , Uber
Earnings call: earnings call transcript via Platform Aeronaut (third-party transcript site) , earnings call transcript via Platform Aeronaut (third-party transcript site) , August 5, 2026.
Checked against the source [ Grade A ] Said in the last year Uber: $52 billion revenue, FY2025 Passage page
“ 850 full-time agents” Klarna Published by the organization itself (regulatory filing), no named author
Regulatory filing: SEC filing (the company's own regulatory report) , SEC filing (the company's own regulatory report) , February 26, 2026.
Checked against the source [ Grade A ] Said in the last year Klarna: $3.5 billion revenue, FY2025 Passage page
“ We can teach you what to do because we have fully transformed our own customer experience” Intercom (renamed Fin in May 2026) Published by the organization itself (post), no named author
Post: Fin website (Intercom's rebranded own site) , Fin website (Intercom's rebranded own site) , October 29, 2026.
Checked against the source [ Grade B ] Said in the last year Sells AI tools Passage page
“ AskHR answers 94% of common employee inquiries in minutes or less, without human intervention, any time of the day or night.” IBM Published by the organization itself (post), no named author
Post: IBM (own site) , IBM (own site) , August 26, 2025.
Checked against the source [ Grade B ] One to two years old IBM: $67.5 billion revenue, FY2025 Sells AI tools Passage page
“ The AI agent helped contribute to a 40% reduction in the HR team’s operational costs over the past four years.” IBM Published by the organization itself (post), no named author
Post: IBM (own site) , IBM (own site) , 2025.
Checked against the source [ Grade B ] One to two years old IBM: $67.5 billion revenue, FY2025 Sells AI tools Passage page
“ From 2020 – 2022, our hiring outpaced our business realities.” Tom Eggemeier Chief Executive Officer · Executive , Zendesk
Post: Zendesk newsroom (CEO's note to employees, posted by the company) , Zendesk newsroom (CEO's note to employees, posted by the company) , May 31, 2023.
Checked against the source [ Grade B ] Over two years old Zendesk: $2 billion revenue, ARR, approximate, as of 2025-12 Sells AI tools Passage page
“ The reason for that is because I’ve seen the acceleration of AI, and I know we can ship all these things on the existing organization,” Sebastian Siemiatkowski Chief Executive Officer and co-founder · Executive , Klarna
Interview: Fortune (business magazine) , Fortune (business magazine) , February 17, 2026. Reported by Jacqueline Munis .
Checked against the source [ Grade C ] Said in the last year Klarna: $3.5 billion revenue, FY2025 Passage page
“ will be cutting almost 5pc of its staff worldwide.” Elaine Burke Former editor of Silicon Republic (until 2023) · Outside the organization , Zendesk
Press report: Silicon Republic (Irish technology news site) , Silicon Republic (Irish technology news site) , November 9, 2022.
Checked against the source [ Grade C ] Over two years old Zendesk: $2 billion revenue, ARR, approximate, as of 2025-12 Sells AI tools Passage page