Problem

Institutional investors, particularly independent equity funds, spend substantial time gathering and organizing information rather than analyzing it. Analysts are still combing through PDF-filled inboxes, updating Excel models, reviewing market data, and stitching together fragmented point solutions. Funds that try to build their own AI tooling face a different burden: maintaining the system becomes a full-time job, while many investment teams lack the time or technical talent to design an effective AI setup.

The core use case is accelerating fundamental equity research and portfolio work: continuously reviewing company information, identifying investment setups, updating projections, and helping investors move from information gathering to decision-making. WithAI cites one customer who previously spent 80% of its time gathering information and 20% acting on it, with the platform reversing that balance.

Product / Service

WithAI’s product, Multiplier, is a secure, customized AI command center for asset managers. The company forward-deploys the platform into a fund, connects it to the firm’s structured and unstructured data, tools, files, workflows, and tacit investment knowledge, and configures the environment around how that specific team researches and models businesses. Its interface is designed more like an investment-workflow IDE than a collection of chatboxes, enabling users to oversee, guide, and participate in AI work.

The platform combines frontier AI agents with firm-specific engineering, automated research, ontology and search, security controls, and personalized enablement. Agents can research stocks at scale, monitor for setups, and update projections, while connectors bring together sources such as expert calls, sell-side research, financials, portfolio-risk measures, and trade history. WithAI says the system is hosted on client servers, with data remaining in the client’s cloud, and supplements existing integrations with custom connectors where necessary.

Market

WithAI competes in the emerging market for AI-native investment research and portfolio-management infrastructure, initially targeting independent equity funds managing roughly $250 million to $5 billion. Its offering overlaps with established financial-information and research platforms such as AlphaSense and Bloomberg, as well as internally built investment tools and general-purpose AI assistants adapted for finance. Its differentiation is less a single data terminal or chatbot than a customized, governed operating environment that unifies data, human work, AI agents, and proprietary fund knowledge.

The company is early but not pre-revenue. Y Combinator lists WithAI as an active Spring 2026 company and reports that it was live with four hedge funds whose users spent more than four hours a day in the platform; its launch description reported multiple clients and more than $100,000 in ARR after three months. In July 2026, Dealroom reported that WithAI had raised a $3.98 million seed round according to an SEC filing listing 57 investors, indicating meaningful early financing alongside its initial commercial traction.