The archive · Developer & Business Tools · Product decision · 2022–2026
Comp bets AI HR teams can replace Brazil's compensation consultancies; $17.5M Series A
Comp bets AI software plus forward-deployed HR execs beat Mercer-style consultancies in Brazil; Khosla's first Brazilian investment, $17.5M Series A.
Comp
What the business is
AI-powered HR platform for Brazil covering compensation design, salary benchmarking, recruiting and performance reviews, backed by forward-deployed former HR executives who work with clients and train the AI on best practices.
Starting capital：$17.25M Series A led by Khosla Ventures (the firm's first-ever investment in a Brazilian company), with existing backers Kaszek and Canary plus new investors Abstract Ventures and Endeavor Catalyst; Khosla general partner Keith Rabois joined the board (announced 2026-02-25)
How it started
Christophe Gerlach, a Cornell graduate who spent nearly two years investing in HR tech at General Atlantic, teamed up in late 2022 with Pedro Bobrow — a Brazilian native, former Lyft product manager and Gerlach's earlier food-delivery co-founder — to launch Comp focused on Brazil, where many companies lack traditional HR software and can adopt a new automated model without fighting incumbents.
What happened
Comp positions itself as an AI alternative to compensation consultancies like Mercer, Korn Ferry and Willis Towers Watson, and to global HR platforms like Rippling and Workday. Its forward-deployed HR executives work as extensions of customer HR teams, doing the work manually at first and training the AI on best practices so the agents can eventually become autonomous. By February 2026 its clients included Nubank, QuintoAndar, Creditas and 'pretty much every unicorn in Brazil,' and it raised a $17.25M Series A led by Khosla Ventures — the firm's first Brazilian investment — with Keith Rabois joining the board.
How it ended up
Expanding: funds earmarked for growing the team, enhancing the platform and opening a US office; the long-term goal that AI agents perform HR functions autonomously is still unproven.
Background
Comp is a Brazilian HR-tech startup, founded in late 2022 by Christophe Gerlach and Pedro Bobrow, that combines AI-powered software with forward-deployed human experts. The platform assists with recruiting, setting compensation policies and designing performance-review systems, using real-time salary benchmarking data from more than 1,000 companies, while former HR executives work directly with customers to design strategy — acting as extensions of the HR team rather than consultants.
The bet is that Brazilian companies will replace both traditional compensation consultancies and legacy HR software with one AI-native team. Comp launched in Brazil partly because many companies there lack established HR software, so there was no entrenched platform to fight. Its executives do the work manually at first, then use that work to train the AI on best practices, with the eventual goal that AI agents perform HR functions autonomously.
By February 2026 the model had gained real traction: clients included Nubank, QuintoAndar, Creditas and 'pretty much every unicorn in Brazil,' according to TechCrunch. That month Comp raised a $17.25M Series A led by Khosla Ventures — the firm's first-ever investment in a Brazilian company — with Keith Rabois joining the board, and existing backers Kaszek and Canary plus Abstract Ventures and Endeavor Catalyst participating. The funds are earmarked for team growth, platform enhancement and opening a US office.
What has to be true
- Brazil lacks entrenched HR software, so Comp introduced a new automated model instead of displacing Rippling- or Workday-style incumbents.
- Forward-deployed ex-HR executives do the work manually first and use that work to train the AI, keeping the product grounded in real best practices.
- Landing Nubank, QuintoAndar, Creditas and 'pretty much every unicorn in Brazil' gave Khosla evidence of product-market fit before its first Brazilian check.
- Comp attacks both consultancies (Mercer, Korn Ferry, Willis Towers Watson) and HR software at once, positioning one AI-native team as a full replacement.
What can be applied
Enter markets where the incumbent category is absent, then sell outcomes, not software: forward-deployed experts training the AI made 'we become the HR team' convincing to Brazil's unicorns.
Aftermath
As of February 25, 2026, Comp is scaling in Brazil after a $17.25M Series A led by Khosla Ventures, with Keith Rabois joining the board and Kaszek, Canary, Abstract Ventures and Endeavor Catalyst participating. The company plans to grow its team, enhance its AI platform and open a US office, positioning as an AI alternative to compensation consultancies and global HR platforms. Its longer-term bet is that AI agents will eventually perform HR functions autonomously, displacing both consultancies and HR software; revenue, customer counts and valuation have not been disclosed.
Sources
- Khosla's Keith Rabois backs Comp, which wants to bolster HR teams with AI
- Comp raises $17.5M Series A round
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