Autonomous Technologies Group

Market position

ATG is an early-stage entrant in AI-driven wealth management, competing with robo-advisors, traditional full-service advisory firms such as Raymond James and Edward Jones, and AI-wealth startups including Stash, Vise and Range, while large banks also adopt AI. Its founders argue the robo category has stalled below $100 billion in AUM against trillions held by legacy advisors, leaving an opening for an AI-native full-stack alternative. The company draws an explicit analogy to Robinhood's effect on brokerage commissions and to the neobank playbook of Mercury and Ramp.

The company frames itself against two incumbent options: human advisors charging 1–2% of assets annually, and robo-advisors that it characterizes as pre-AI, cookie-cutter portfolio managers with limited personalization and tax intelligence. Its stated distinctions are a frontier-scale reasoning engine that interprets global events for their portfolio implications, coordination across all of a user's accounts and liabilities rather than a single brokerage account, security-level optimization via personalized direct indexing, availability of institutional techniques such as strategic tax-loss harvesting, systematic risk management, portfolio-backed borrowing and access to alternatives, and 24/7 conversational access rather than quarterly reviews.

Technology

Autonomous is built around what the company describes as a frontier-scale reasoning engine using large AI models, real-time market data and codified financial strategies. The system maintains a live model of a user's assets, liabilities, cash flow and tax position; interprets market and macro events for their effect on that specific picture; and generates and implements actions such as harvesting losses, rebalancing to target weights, sizing custom thematic exposures by volatility, fundamentals and correlation with existing holdings, and drafting communications to accountants and attorneys. The company positions itself as both an AI research lab and a product company working on applied reasoning models for financial decisions, and says the platform will meet SOC 2, FINRA, FDIC and SEC requirements by launch.

Go-to-market

Waitlist and invitation-only onboarding, with prospective members either requesting an invitation or being referred by an existing member; the company says it admits small cohorts and reviews each request. Launch positioning relies on zero advisory fees for early users, founder credibility from the Paperspace exit, Y Combinator affiliation, and press coverage tied to the stealth-exit funding announcement. A public launch was expected in 2026 pending regulatory approval, with an iOS app targeted for Q1 2026.

Individual investors with fragmented financial lives — multiple accounts across institutions, private assets, equity compensation, real estate and complex tax situations — who do not want to pay 1–2% of assets in perpetuity but also do not want to manage their own wealth. Marketing materials describe both a mass-market ambition ("millions of people across the income spectrum") and features aimed at users with concentrated startup equity, SPV commitments, secondaries and multimillion-dollar estates.

Geography

Headquartered in New York City with a presence in San Francisco; the 15-person team is distributed across the two cities.

History

Founded in 2025 by Erb and Kobran, ATG joined Y Combinator's Fall 2025 batch — the founders' second YC company. It operated in stealth before announcing on 7 January 2026 that it had raised $15 million in pre-seed funding led by YC CEO Garry Tan via a YC alumni vehicle, alongside BoxGroup, Collaborative Fund, Fusion Fund and the founder of a quantitative hedge fund. At announcement the company had 15 employees across New York and San Francisco and planned to use the capital to hire product engineers and AI researchers and to accelerate the rollout of Autonomous.

Risks & controversies

The product had not yet launched publicly at the time of reporting, with availability contingent on regulatory approval and stated compliance milestones (SOC 2, FINRA licensing, FDIC, SEC) still pending at launch. Press coverage notes an open question as to whether investors will entrust an autonomous system with their life savings. The revenue model concentrates monetization in the optional direct-indexing product while the core advisory service is free, and marketing figures shown on the company site are illustrative scenarios rather than client results.