TL;DR
Moment raised $78 million led by Index Ventures to build an AI agent infrastructure for wealth management. Edward Jones and LPL are clients.
Moment, the fintech company founded by a group of former Citadel Securities researchers and quantitative traders, has raised $78 million. The round was led by Index Ventures with participation from existing investors Andreessen Horowitz and Avra. The company last raised $36 million in July 2025.
Moment builds an infrastructure that enables wealth management firms to deploy AI agents for fixed income and equity trading. Last year, it hired Edward Jones, LPL Financial and Hightower Advisors as partners. These are not small accounts: Edward Jones manages $2.1 trillion in client assets, LPL oversees approximately $1.7 trillion, and Hightower manages more than $175 billion.
“Larger financial institutions know they need to deploy agents, but the infrastructure has not existed to deploy them securely and effectively.“said CEO and co-founder Dylan Parker.”We built that operating system from the ground up, with a unified data model and regulatory-level controls so AI can finally do real work in investment management.“
The argument is infrastructure, not intelligence. Moment is not building its own large-scale language model. It is building the compliance, data and execution layer that sits between frontier AI models and the regulated environment in which wealth managers operate. The distinction is important because financial services companies cannot simply plug ChatGPT or Claude into their trading systems without audit trails, regulatory controls, and integration with existing market data infrastructure.
Anthropic has been marketing directly to financial services companiesfeaturing specialized AI agents designed for tasks such as trade compliance, portfolio analysis and client reporting. Competitive dynamics are layered: Anthropic provides the reasoning model, but companies like Moment provide the regulated infrastructure that makes those models deployable in production.
Russ Tipper, director and head of products and solutions at Edward Jones, clearly laid out the opportunity. “AI will be a defining capability for the next era of wealth management.” said. “The companies that do it well will be the ones that combine it with the right infrastructure.“
OpenAI launched its own personal finance tools this monthconnecting ChatGPT to bank accounts through Plaid to provide consumer-facing financial advice. Moment operates at the institutional end of the same spectrum. The institutional and consumer approaches are likely to converge, but for now they represent different bets on where AI-powered finance creates the most value.
Citadel’s old pedigree is a deliberate sign. Citadel Securities is one of the most technically sophisticated trading operations in the world. Building a startup with alumni from that background tells potential clients that the team understands both the technology and regulatory limitations that make financial services AI more difficult than general-purpose AI.
Anthropic recently finalized a $1.5 billion joint venture with Blackstone, Hellman & Friedman and Goldman Sachs. incorporate Claude into the portfolio companies of the world’s largest private equity firms. That deal and Moment’s approach point in the same direction: The financial services industry is moving from evaluating AI to implementing it, and the companies that control the infrastructure layer between the model and the commerce will capture a disproportionate share of the value.
