Ayush Sharma, Founder of New York HR Platform Warp: Launches First AI HR Manager
New York HR platform Warp has released Warp 2.0, making the programmable agent Warp Agent available to clients, positioning it as the first AI HR manager capable of automatically executing onboarding, tax compliance, benefits enrollment, and employee Q&A, claiming a total funding of $85 million.
The agent can run routines without continuous prompts: automatically registering in New Jersey, opening payroll accounts, enrolling in medical, dental, vision, and 401k plans, ordering computers, setting up Google and Slack accounts, and sending onboarding messages after signing offer letters; upon receiving tax notifications, it reads texts, drafts replies, and submits to over 10,000 jurisdictions, with the company stating that about 80% can be resolved without human intervention, while the rest are referred to internal tax experts instead of being returned to clients.
The platform covers all 50 states in the U.S. and over 1,000 local tax districts, supporting payroll and contractor payments in over 150 local currencies. The company claims to have processed over $600 million in payroll in the past year, with a target exceeding $2 billion within the year; it has over 1,000 clients, serving companies ranging from about 5 to 5,000 employees, and has signed several large enterprise clients. Pricing starts at $35 per person per month, with plans including limited usage, and higher-tier packages available for additional capacity, currently open for early access.
A $60 million Series B round led by Battery Ventures was completed in June in just 6 days, adding to a previous $25 million led by Sound Ventures, totaling $85 million in funding. Participants include Peak XV, Sapphire, Sound Ventures, Y Combinator, Homebrew, as well as Shopify CEO Tobi Lütke, former Stripe COO Claire Hughes Johnson, Dropbox co-founders Drew Houston and Arash Ferdowsi, former Coinbase CTO Balaji Srinivasan, Replit founder Amjad Masad, and former Cruise founder Kyle Vogt. The company claims its recurring revenue doubled in the first quarter, with some metrics indicating a year-on-year revenue increase of about 7 times, and states it has helped clients avoid approximately $200 million in tax penalties.
Warp positions itself against the employee operations layer following Workday and has launched a benefits brokerage license product and its own IT automation suite, Warp Fabric, alongside Rippling in self-built device management. Headquartered in New York, the team has expanded from about 15 to over 50, with a goal of reaching 200 within a year; clients are primarily fast-growing AI companies, publicly naming Bland AI, Reducto, and Greptile. Founder Ayush Sharma states that most categories of enterprise software have seen AI-native challengers emerge, with employee management being the last area still built on pre-AI architecture.
High-growth companies replace state tax registration, DE 9C forms, penalty risks, and administrative headcount with subscription fees; funds are shifting from traditional HCM licensing and outsourced compliance teams to an AI execution layer billed per head. The event-driven nature is evident: three months after completing the Series B, the backend agent was fronted, seizing the window for migration from "system recording" to "system execution." Beneficiaries are startups that can reduce HR headcount to about one-tenth of peers and Warp's own recurring revenue; the pressured parties are traditional HCM, payroll outsourcing, and multi-state tax agencies that charge by work orders and consultant hours.
Source: Public Information
ABAB AI Insight
Ayush Sharma self-taught himself from a small town in India using Feynman lectures to enter MIT to study computer science, physics, and machine learning. After graduating from Y Combinator W23, he focused on multi-state payroll and tax notifications instead of starting with a lightweight HRIS. An early YC partner questioned whether payroll could support large companies in about 12 minutes; he took three years to grow the client base to over 1,000 and developed the backend agent into a programmable Agent.
The $85 million raised within a year and the early capture of the Series B round indicates that capital is betting not on another dashboard, but on the execution power to automatically open accounts, respond to notifications, and reconcile across 10,000 tax jurisdictions. The funding is directed towards two lines: integrating payroll, benefits brokerage, devices, and IT accounts into the same system record, and allowing clients to write their own natural language routines. The motivation is to transform the Workday-style "human tracking tasks" into "software completing tasks," using a $35 per head fee to replace the need for expanding compliance, support, and tax headcount.
The industry benchmarks are clear: ADP has built about 150,000 U.S. operators over 75 years to handle rules engines that cannot accommodate edge cases; Workday has turned large enterprise HCM into system records, with its stock price significantly down from its peak; Rippling targets mid-sized companies with a composite product line. Warp is in the stage of expanding from payroll wedge to full employee operations and turning the Agent from an internal tool into a sellable product, similar to how Stripe transformed payment APIs from backend capabilities into a developer interface.
Structural changes involve technological substitution combined with a shift in pricing power. Substitution occurs in the area where the rules engine fails due to "ambiguous jurisdictions + government paperwork"; large models read notifications, write replies, and trigger account openings, with humans handling the remaining 20%. Pricing power shifts from module-based and implementation consultant fees to a subscription model based on employee count: whoever controls the employee map and cross-state action permissions can capture the budget originally allocated to outsourced firms and HCM implementation teams.
ABAB News · Cognitive Laws
- System records are not valuable; system execution collects rent.
- Rules engines stall at edge cases; models collect taxes from edge cases.
- Headcount fees replace headcount; staffing will become channel fees.